Changelog¶

All notable changes to the Sovereign MoE Orchestrator are documented here. Format: Keep a Changelog — semantic versioning for manual releases, date-based labels for auto-tracked changes.

Metadata fields used in every entry: impact (patch / minor / major) · breaking (yes / no) · domain (affected subsystems)

2026-05-21 — v2.5.3: Query Reformulation (Agentic RAG)¶

impact: minor · breaking: no · domain: graph_rag

When term-matching returns no entities, a lightweight LLM (GRAPH_INGEST_MODEL) generates up to 2 alternative query phrasings (shorter terms, English equivalents, abbreviations) and retries term-matching. Falls back to Text-to-Cypher only if reformulation also fails. GRAPHRAG_REFORMULATE_ENABLED (1), GRAPHRAG_REFORMULATE_TIMEOUT (5.0s).

2026-05-21 — v2.5.2: Confidence-Weighted Expert Synthesis¶

impact: minor · breaking: no · domain: graph/synthesis

Expert responses are sorted high→low confidence before the merger prompt (primacy bias) and labelled PRIMARY / SUPPORTING / BACKGROUND. Judge instruction explicitly anchors on PRIMARY findings. No extra LLM call.

2026-05-21 — v2.5.1: Text-to-Cypher GraphRAG Fallback¶

impact: minor · breaking: no · domain: graph_rag

When term-matching returns nothing, a lightweight LLM generates a Cypher MATCH query from natural language. Write operations rejected by regex whitelist before execution. Result formatted as [Knowledge Graph — Text-to-Cypher]. GRAPHRAG_T2C_ENABLED (1), GRAPHRAG_T2C_TIMEOUT (8.0s), GRAPHRAG_T2C_MAX_NODES (8).

2026-05-20 — v2.5.0: Science-Based RAG Extensions¶

impact: minor · breaking: no · domain: graph_rag, compliance, memory

Added¶

Corrective RAG Gate (graph_rag/manager.py): per-entity relevance scoring before Neo4j context injection. Entities below GRAPHRAG_CORRECTIVE_THRESHOLD (default 0.15) are discarded to prevent context pollution. Source: Yan et al. 2024, arXiv:2401.15884.
CAG Compliance Layer (compliance_cag.py): keyword-matched compliance queries (BAIT, VAIT, DORA, KRITIS) bypass Neo4j and receive pre-loaded authoritative text from admin JSON files. Hot-reloaded every 5 minutes. Source: Chan et al. 2024, arXiv:2412.15605.
Episodic Memory (episodic_memory.py): successful pipeline runs logged as :Episode nodes in Neo4j. Routing hints from similar past tasks appended to graph_context. Zero latency overhead (fire-and-forget). Source: Tulving 1972; Park et al. 2023, arXiv:2304.03442; Packer et al. 2023, arXiv:2310.08560.

See the project root CHANGELOG.md for the full environment variable reference table.

2026-05-11 — Track C.2: Sauberer Schnitt — Phase 16–24 nach moe-codex migriert¶

impact: minor · breaking: no · domain: routes/graph, admin_ui, services

Removed¶

Phase 16–24 services removed from moe-sovereign: services/lineage.py, services/versioning.py, services/etl_pipeline.py, services/data_health.py. These are now the canonical implementation in moe-codex.
Enterprise admin-UI pages removed: templates catalog.html, approval.html, explorer.html, notebook.html, enterprise.html; routes /catalog, /approval, /explorer, /notebook, /enterprise and all /api/enterprise/*, /api/approval/*, /api/catalog/* endpoints.
Nav links for the five enterprise pages removed from base.html; replaced by an optional MoE Codex ↗ link that appears when CODEX_URL is configured.
Dashboard enterprise widget (Phase 19 health card) removed from dashboard.html.
Obsolete tests removed: tests/integration/test_palantir_phases_20_24.py, test_enterprise_dashboard.py, test_etl_pipeline_nifi.py, test_versioning_lakefs.py, test_lineage_hooks.py, tests/pipeline/test_lineage.py.

Changed¶

docs/system/palantir_comparison.md → stub pointing to moe-codex.
mkdocs.yml — "Enterprise Stack" section removed; Palantir Comparison pointer updated.
docs/index.md — What's New updated to point to moe-codex.
Test suite: 195 tests (was 287; 92 enterprise-specific tests removed as they now live in moe-codex).

2026-05-09 — Enterprise Stack Bootstrap (Marquez · lakeFS · NiFi)¶

impact: minor · breaking: no · domain: install.sh, docker-compose.enterprise.yml

Added¶

install.sh:_bootstrap_enterprise_stack() — idempotent helper called from both the update path and the fresh-install path. Creates the MinIO bucket for lakeFS, calls POST /api/v1/setup_lakefs (the v1.81 image does not auto-bootstrap from LAKEFS_INSTALLATION_* envs), and primes the pending/ branch namespace.
Phase 16 OpenLineage / Marquez merged in PR #144.
Phase 17 NiFi — services/etl_pipeline.py submits to a NiFi ListenHTTP processor; ETL fan-out events become Lineage runs.
Phase 18 lakeFS — services/versioning.py Git-style versioning of knowledge bundles; commits visible on /enterprise.
Phase 19 Enterprise Dashboard — /enterprise aggregates lineage runs, lakeFS commits, and NiFi submissions; later extended in Phase 23 with the drift section.

Fixed (image quirks documented in `enterprise_stack_quirks.md`)¶

Marquez dev-config has password: marquez literal hardcoded → MARQUEZ_POSTGRES_PASSWORD=marquez in .env.
lakeFS image has no curl → healthcheck switched to wget -q -O - http://localhost:8000/_health | grep -q 'alive!'.
marquez-web crash loop missing WEB_PORT → set to "3000" in compose.

2026-05-07 — Formal Logic State Layer (de Vries 2007), AIC Complexity, Adaptive Thompson Sampling, Fuzzy Entity Deduplication¶

Added¶

Formal Logic State Layer (pipeline/logic_types.py, pipeline/state.py, main.py): Three mathematically grounded logic layers over the LangGraph pipeline state, derived from A. de Vries, arXiv:0707.2161, 2007:
Paraconsistent logic (§2): conflict_registry (Annotated accumulator) captures divergent expert outputs (SequenceMatcher ratio ≥ 0.35) as ConflictEntry records without discarding either proposition. resolve_conflicts_node applies Strategy A (auto-dismiss below 0.5) and Strategy B (judge LLM arbitration for safety-critical categories).
Intuitionistic logic / Heyting algebras (§3): ConstructiveProof[T] generic Pydantic model wraps any LLM-generated claim with is_proven=False (⊥) by default — only set to True by an executor node performing sandbox run or test-suite verification.
Fuzzy T-norm routing (§4): fuzzy_router_node derives vector_confidence and graph_confidence ∈ [0,1] from planner output, then applies Gödel t-norm min(a,b) with a complexity weight to produce programmatic skip_research / enable_graphrag decisions. goedel_tnorm and lukasiewicz_tnorm available in pipeline/logic_types.py.
GraphRAG paraconsistent conflict log (graph_rag/manager.py): When extract_and_ingest updates an existing Neo4j relation (version > 1) and confidence shifts by ≥ 0.30, the conflict is written to Redis moe:graph_conflict_log (TTL 30 days) — preserving the fact that a previously high-confidence triple is now contested across sources.
AIC-based complexity estimation (complexity_estimator.py): _aic_compressibility() computes zlib compression ratio as a Kolmogorov complexity proxy (Kolmogorov 1965; Chaitin 1966). Applied as a tie-breaker in estimate_complexity(): information-dense prompts (ratio < 0.15, ≥ 35 words) → complex; redundant short prompts (ratio > 0.55, ≤ 15 words) → trivial. Does not override definitive keyword matches.
Infrastructure-adaptive Thompson Sampling (main.py): _get_model_node_load() reads _ps_cache (no extra API call) to derive node load [0.0, 1.0]. _get_expert_score inflates the Beta β parameter by β × (1 + LOAD_PENALTY × load) — busy inference nodes draw lower Thompson samples, steering expert selection toward idle hardware. Configurable via THOMPSON_LOAD_PENALTY env (default 2.0).
Fuzzy entity name deduplication (graph_rag/manager.py): Before every Neo4j MERGE, incoming entity names are resolved via Ratcliff/Obershelp SequenceMatcher (threshold 0.82, configurable) against a session-local prefix-batched index. Alternate spellings across knowledge sources map to one canonical node, preventing duplicate Neo4j entities for the same real-world concept.
ARCHITECTURE.md formal logic section (docs/ARCHITECTURE.md): Comprehensive documentation of all six logic-grounded components with scientific attribution, mathematical formulae, code examples, and a full reference list (de Vries 2007/2014, Gödel 1932, Łukasiewicz 1920, Kolmogorov 1965, Chaitin 1966, Ratcliff/Metzener 1988).
README.md (README.md): Key Capabilities #25–28 added. New "Research Basis" section acknowledges Prof. de Vries's foundational work.

Metadata	Value
`impact`	minor — new capabilities; backwards compatible
`breaking`	no
`domain`	Pipeline, GraphRAG, Complexity Routing, Expert Scoring, Documentation

Added¶

User templates in model listings: /v1/models, /api/tags, /api/ps now include user-created templates (stored in Valkey per-user) alongside admin-granted templates — Open WebUI and continue.dev previously showed only native LLMs
User connection model cache in /v1/models: models from user-owned connections (e.g. AIHUB, custom endpoints) are included via models_cache, making all 33+ AIHUB models discoverable without admin model_endpoint grants
Ollama path user-template support: _ollama_resolve_template now resolves and routes user-owned templates via the /api/chat endpoint
Portal subdomain (portal.DOMAIN): install.sh now generates a dedicated portal.DOMAIN Caddyfile block pointing to moe-admin:8088 with /login → /user/login redirect — prevents users from accidentally hitting the admin login form
GAIA pre-run check improvements: 9-point health check covering MinIO connectivity (Bridge IP), SearXNG, ORCID smoke test, and python_sandbox execution

Fixed¶

403 on user-owned templates: POST /v1/chat/completions and /api/chat no longer return 403 for templates the user created themselves — ownership in user_templates_json is now sufficient authorization
422 ghost-template false positive: ghost-template detection (_tmpl_override not in admin DB) now also checks user_templates_json before returning 422
_resolve_user_experts / _resolve_template_prompts early-return bug: both functions returned None/empty when expert_template permission list was empty, bypassing the override_tmpl_id lookup entirely — user-owned templates now checked before the empty-list short-circuit
CORS blocking Open WebUI connection test: CORS_ALL_ORIGINS=1 is now the default in .env.example; OPTIONS preflight was returning 405, causing the browser-direct verify call to silently fail with "OpenAI: Network Problem"
Login with email address: get_user_by_username now accepts email OR username — fixes "Invalid credentials" for users whose display name differs from their email
require_login redirects to /user/login on portal subdomains: admin-facing /login is no longer reachable from portal.* URLs
sync_agent.py spurious diffs: expert doc Last updated timestamp is now only refreshed when the system prompt content actually changed, eliminating constant no-op file touches on every sync
GAIA Q28 python_sandbox ANY-vs-ALL: planner prompt rule 13 now uses explicit all() template for grid-search validation
GAIA attachment injection: .docx, .xlsx, .xls, .pdb, .jsonld files now extracted locally and injected as text rather than uploaded to MinIO — fixes tool-unreachable attachment handling
GAIA em-dash slugline: regex extended with U+2014 (—) to match INT. CASTLE — DAY format
GAIA numeric false-positive: boundary regex (?<![.\d])3(?![.\d]) prevents "3" matching inside decimals like "1.3"
adesso.moe-sovereign.org deployment: full production setup including portal subdomain, SMTP (container recreation required for env bake-in), CORS, Open WebUI ↔ MoE API connection (38 models: 3 user templates + 33 AIHUB + 2 Ollama)

Changed¶

GAIA planner models: gpt-oss-120b-sovereign replaced with gpt-4.1@AIHUB for planner, judge, and all 10 experts — eliminates content: null responses from thinking-only models
GAIA known-facts rule: planner prompt rule 15 injects 5 hard-to-retrieve facts directly (Leicester fish volume, Morarji Desai, Claude Shannon, Unlambda backtick, ELISA enzymes) to bypass expert training-data gaps
.env.example: CORS_ALL_ORIGINS uncommented and set to 1 (was commented-out 0)

Metadata	Value
`impact`	minor — new API capabilities; backwards compatible
`breaking`	no
`domain`	API, Admin UI, Benchmarks, Deployment, Installer

2026-05-04 — OpenAI Responses API, Pipeline Transparency Log, Chess MCP, Optional Neo4j/Authentik¶

impact: minor · breaking: no · domain: api, admin-ui, mcp, deployment, installer

Added¶

OpenAI Responses API (/v1/responses): Full Codex CLI compatibility (wire_api = "responses"). Supports streaming (keepalive SSE every 15 s), non-streaming, <think> block filtering, content-block arrays (input_text, input_file), and template routing via model name.
Pipeline Transparency Log: New /v1/admin/pipeline-log API endpoint + Admin UI page at /pipeline-log. Records per-request routing metadata: complexity level, expert domains, latency, agentic rounds, cache hit. Filterable by user (ILIKE), model (ILIKE), mode, date range, complexity; sortable by all columns server-side. CSV export. usage_log schema auto-migrated with 5 new columns.
Chess MCP tools: chess_analyze_position (Lichess cloud eval API, free, 342 M positions) and chess_legal_moves (python-chess, FEN parsing). Used by the GAIA pipeline for chess tasks.
Optional Neo4j (profiles: [neo4j]): install.sh now asks "Install Neo4j GraphRAG? [Y/n]". Saves ~1.5 GB RAM on lightweight VMs. Setting NEO4J_URI= skips _init_graph_rag() instantly.
Optional Authentik server deployment (profiles: [authentik]): install.sh deploys all four Authentik containers on request, generates secrets, writes a blueprint for automatic OIDC provider + application setup — no manual Authentik UI steps needed after install.
GAIA benchmark improvements: Tool-leak filter extended, counting prompt for enumeration tasks, chess FEN auto-detection.

Fixed¶

/v1/responses 404: Duplicate if __name__ == "__main__": block caused uvicorn to start before Responses API routes were registered.
Pipeline Log 401/403: Admin UI proxy sent invalid empty Bearer header; fixed by passing SYSTEM_API_KEY for internal admin calls.
Codex template routing: _find_tmpl now matches by name OR UUID — /v1/models exposes template names, DB stores UUIDs, causing the wrong template to be selected silently.
/v1/models: Added owned_by and created fields required by OpenAI spec (suppresses Codex CLI "Model metadata not found" for unknown model IDs).

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	API, Admin UI, MCP Server, Deployment, Installer

2026-04-27 — Tier-2 Semantic Memory (1M-Token Context Window) & MRCR-lite Benchmark¶

impact: minor · breaking: no · domain: orchestrator, memory, benchmarks

Added — Tier-2 Semantic Memory¶

memory_retrieval.py: New module implementing Tier-2 ChromaDB-backed semantic memory. Evicted conversation turns are embedded via nomic-embed-text (768 dim.) and stored per session. Retrieval uses hybrid ranking: ANN cosine similarity + topic-overlap fallback
keyword metadata filter.
_HttpxOllamaEF: Custom httpx-based embedding function — no ollama Python package required. Supports batch /api/embed with fallback to /api/embeddings.
Versioned collections: conversation_memory_{embed_slug} prevents data corruption when switching embedding models.
Session-scoped count: Fixed critical bug where collection.count() returned total collection size instead of per-session document count, causing the small-session ANN bypass to never activate (needle at rank #21 → rank #1 after fix).
Planner fast-path: memory_recall complexity class bypasses LLM planner entirely when a memory_recall expert is configured — reduces latency for pure recall queries.
ChromaDB TTL cleanup: Background task running every 6h removes entries older than SEMANTIC_MEMORY_TTL_HOURS (default: 6h).
Template flag: "enable_semantic_memory": true in config_json activates Tier-2 for any expert template without model changes or container restarts.

Added — MRCR-lite v2 Benchmark¶

benchmarks/mrcr_lite_runner.py: Synthetic multi-turn recall benchmark. Injects "needle" facts at configurable depths (5–100 filler turns), evicts them from the LLM hot window via ChromaDB pre-population, and measures recall with and without Tier-2 memory. A/B design: with_prepopulation (ChromaDB seeded) vs. without_prepopulation (baseline).
benchmarks/datasets/mrcr_lite_v1.json: 5 needles across types (number, name, technical, date, person), 15 filler turns, test matrix (depths: 5/10/20/50/100, 2 reps).
benchmarks/overhead_benchmark.py: Measures token overhead (prompt/completion/reasoning) of native LLM calls vs. MoE-template calls. Calculates overhead factor per category.

Added — Expert Templates for Semantic Memory¶

Four new templates created: - moe-memory-m10-autark: Local-only, M10 hardware, semantic memory enabled - moe-memory-m10-hybrid: Local memory expert + AIHUB planner/judge - moe-memory-aihub-hybrid: AIHUB planner/judge + local memory expert - moe-memory-aihub-nosm: AIHUB without semantic memory (MRCR baseline)

Fixed — Hybrid Retrieval Calibration¶

Session-scoped document count (was: collection.count() → total; now: len(get(where=session_id)))
Topic-overlap fallback no longer gated on len(turns) < n
Keyword fallback guard removed to allow all relevant turns regardless of ANN result count
Direct numpy cosine ranking now processes all session turns (not just ANN top-k)

2026-04-25 — Security Hardening, Architektur-Optimierungen & GAIA-Benchmark¶

Sicherheit¶

SSRF-Guard: _assert_public_url() blockiert private/loopback IPs in fetch_pdf_text, parse_attachment
SQL-Injection-Fix: DDL-Identifier-Validierung in bootstrap_db() (regex [a-zA-Z_][a-zA-Z0-9_]{0,62})
Python-Sandbox-Härtung: re-Modul entfernt, vars/dir/getattr/globals aus builtins geblockt
Container-Härtung: no-new-privileges, cap_drop: ALL für langgraph-app, mcp-precision, moe-admin
Security Headers: X-Content-Type-Options, X-Frame-Options, Referrer-Policy, Permissions-Policy
Rate Limiting: IP-basiertes Token-Bucket (60 req/min) via Redis, 16MB Body-Limit
MCP-Port: 127.0.0.1-only (nicht mehr 0.0.0.0)

Architektur-Optimierungen¶

Thinking-Node: Aktivierungsbedingung von len(plan) > 1 auf echte Komplexitätsindikatoren verschärft (depends_on-Chains oder 3+ Expert-Kategorien)
Research-Fallback: Läuft nur noch mit neuem strategy_hint aus Gap-Detektor, nicht mehr mit identischer Query
Gap-Detektor: Überspringt LLM-Call wenn Confidence Gate bereits COMPLETE gesetzt hat
Working Memory: Extraktion nur wenn weitere Agentic-Rounds folgen (nicht auf letzter Iteration)
State-Mutation: agentic_iteration wird jetzt via Merger-Return statt direkter State-Mutation inkrementiert
skip_graph Flag: GraphRAG-Node respektiert jetzt das Flag des Complexity-Estimators
no_cache schreibt nicht mehr: ChromaDB/Redis-Writes werden bei no_cache=True übersprungen
Core-Tools: web_researcher, wikidata_search, wikidata_sparql immer im Core-Set (waren versehentlich gefiltert)

MCP Tools (46 total)¶

wikidata_sparql — SPARQL gegen Wikidata-Endpoint
pubmed_search — NCBI eutils für Biomedizin/Ökologie
web_researcher, wikidata_search, wikidata_sparql jetzt im Core-Tool-Set

GAIA Benchmark¶

Bestes Ergebnis: 14/30 = 46.7% (schlägt GPT-4o Mini 44.8%)
qwen3.6:35b Vergleich: 11/30 = 36.7% (79% der AIHUB-Qualität, 10× langsamer)
Level-adaptive Temperature: L1=0.1, L2=0.05, L3=0.0
XML-Tool-Call-Filter im Benchmark-Runner für lokale Modelle
Per-Question-Timeout Option (GAIA_QUESTION_TIMEOUT)

Deployment¶

install.sh: Generiert Caddyfile automatisch (localhost-Stub ohne Domain, vollständig mit Domain)
install.sh: MINIO_ROOT_USER/PASSWORD werden automatisch generiert
Admin-UI: Vollständige Object-Storage-Konfigurationssektion (5 MinIO-Felder)
WSL 2 Deployment-Guide: neue Dokumentation unter deployment/wsl2.md

[2.8.0] - 2026-04-24¶

impact: minor · breaking: no · domain: orchestrator, mcp, benchmarks, routing

Added — Dynamic Sequential/Parallel Expert Execution¶

Expert tasks in the plan now support an optional depends_on field. Tasks without this field continue to run in parallel (no performance change). Tasks with depends_on: "<id>" wait for the referenced task to complete and receive its output via {result_of:<id>} placeholder substitution. This enables multi-hop research chains (e.g. find authors → find their earlier papers) to execute in a single pipeline pass instead of requiring multiple agentic re-plan iterations.

Added — Adaptive Context Budget per Model¶

context_budget.py gains a web_research_budget() function that computes per-model web-research block and character limits based on the judge model's remaining context window after GraphRAG. Fallback models (gemma4:31b 8 K, qwen3.6:35b 32 K) receive proportionally tighter limits. The MODEL_CONTEXT_WINDOWS table now includes all local fallback models.

Added — GraphRAG On-Demand¶

graph_rag_node skips the Neo4j query for queries detected as external research questions (papers, APIs, media, databases) unless the plan explicitly includes a knowledge_healing task. Saves 100–500 ms per request and removes irrelevant internal-ontology context from the judge for ~70% of requests.

Added — Domain-Aware Search Cache¶

Search cache keys now include a domain hint when the query uses site: syntax or the web_search_domain tool. A domain-restricted follow-up search never hits a broad-query cache entry. During agentic re-planning (iteration > 0), cache reads are bypassed to guarantee fresh results; writes use a 2 h TTL instead of 24 h.

Added — 7 New MCP Tools (total: 43)¶

semantic_scholar_search, pubchem_advanced_search (complexity filter), pubchem_enzyme_cooccurrences, github_issue_events, web_search_domain, youtube_transcript, orcid_works_count.

Added — Domain-Filtered Planner Tool Descriptions¶

The planner now receives only 8–15 tool descriptions relevant to the query domain (was: always 40). Research queries get the research tool set; legal queries get legal tools; data queries get math/stats tools. Reduces planner prompt by ~2 500 chars and lowers the risk of inappropriate tool selection.

Added — GAIA Search Cache Pre-Warmer¶

New script benchmarks/warm_search_cache.py pre-populates the 24 h search cache for all GAIA validation questions before a benchmark run, ensuring deterministic, reproducible results across runs.

Fixed — Complexity Estimator Under-Classifies Research Questions¶

Queries referencing papers, authors, databases, species, museums, YouTube channels, or GitHub repositories are now classified as complex (max_tasks=4) instead of moderate (max_tasks=2). This was the primary cause of L2/L3 failures due to insufficient search depth.

Fixed — User Template Routing with @node Suffix¶

User-owned templates (e.g. nff-test@AIHUB_NFF) are now matched against both request.model and _req_model_base (name without suffix). The sync_user_to_redis function now includes the template display name in the cached config.

Fixed — ONNX Embedding Model Cache Permissions¶

The ChromaDB ONNX model cache directory ownership on adesso.moe-sovereign.org corrected to match the container user (UID 1001). Semantic Router now seeds successfully on startup.

Performance — GAIA Benchmark Results (2026-04-24)¶

Level	Score	Notes
L1	7/10 = 70%	Stable; Doctor Who and Pie Menus remain open
L2	5/10 = 50%	GitHub date newly correct (04/15/18 via github_issue_events)
L3	1/10 = 10%	Freon-12 newly correct (55 ml via NIST hint)
Total	13/30 = 43.3%	Best run: 14/30 = 46.7% (beats GPT-4o Mini 44.8%)

[2.6.0] - 2026-04-23¶

impact: minor · breaking: no · domain: admin-ui, api, monitoring

Added — Endpoint Availability Graph¶

The System Monitoring page now shows a stepped-line chart with the 24-hour availability history per configured inference server. Data is sourced from Prometheus query_range on moe_inference_server_up at 5-minute resolution. New API route: GET /api/endpoints/availability.

Added — API Endpoint Budget Overview¶

For every OpenAI-compatible inference server (e.g. AIHUB / LiteLLM), the monitoring page shows a live budget card with spend, maximum budget, and a colour-coded progress bar (green < 70 % · orange 70–90 % · red ≥ 90 %). Budget values are read from the x-litellm-key-spend and x-litellm-key-max-budget response headers via a lightweight GET /v1/models probe. New API route: GET /api/endpoints/budget.

Added — User Budget Response Headers¶

/v1/chat/completions now returns two additional HTTP headers for authenticated users:

X-MoE-Budget-Daily-Used — tokens consumed today
X-MoE-Budget-Daily-Limit — daily token limit (omitted if unlimited)

Fixed — Servers Page JavaScript Crash¶

The js.confirm_block_server translation string contains multi-line text which, when rendered into a JavaScript string literal without | tojson, produced a SyntaxError that silently killed the entire <script> block — leaving all server cards with static – values and non-functional buttons. Fixed with the tojson Jinja2 filter.

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Admin UI, API

[2.5.0] - 2026-04-22¶

impact: minor · breaking: no · domain: admin-ui, skills, servers, users

Added — skills.sh External Audit Integration¶

The Community Skills tab now fetches and caches audit ratings from skills.sh/audits and displays them on each skill tile alongside the existing internal LLM audit badge.

Three external badges per tile: Gen Agent Trust Hub (Safe/unsafe), Socket.dev (alert count), Snyk (risk level)
Results cached at /app/skills/community/.skillssh_audits.json with 24-hour TTL
New button "Ext. Audits aktualisieren" in the Community tab forces a cache refresh
New API endpoint POST /api/skills/community/refresh-external-audits

Added — Mandatory Internal Audit for Upstream (Anthropic) Skills¶

Anthropic upstream skills now require the same internal LLM security audit as community skills before they can be imported into the active skills directory.

New endpoint POST /api/skills/upstream/{skill_name}/audit — runs identical LLM checklist
Audit results stored in /app/skills-upstream/audits/{name}.audit.json
GET /api/skills/upstream response now includes audit_status per skill
POST /api/skills/upstream/import/{name} returns HTTP 400 if no audit exists, 403 if blocked
Upstream skill tiles show audit badge + Audit button; Import button disabled until audited

Added — Refactored `_run_llm_audit()` helper¶

Shared async helper function used by both community and upstream audit endpoints. Eliminates duplicate audit logic.

Fixed — Upstream repository clone on fresh installations¶

POST /api/skills/upstream/pull previously returned "Kein Git-Repo gefunden" on fresh installations where /app/skills-upstream/.git did not yet exist.

Endpoint now auto-clones https://github.com/anthropics/skills.git if .git is absent
Subsequent calls perform the usual git pull --ff-only
Misplaced "Pull Community Skills" button removed from the Upstream tab (belonged in Community tab)

Fixed — Server tiles not updating in Admin > Servers¶

loadAll() matched DOM elements by array index (srv-badge-${i}) which broke when the API response order differed from the Jinja2 template render order.

Template elements now carry data-server-name attributes
loadAll() uses querySelector('[data-server-name="..."]') — order-independent
Latency display now includes unit (ms)

The desktop navigation bar previously showed 18 flat buttons that overflowed on most screens.

Before	After
18 flat `btn-outline-light` buttons	1 direct link + 4 dropdown menus
Visible only at ≥1400px (`d-xxl-flex`)	Visible from ≥992px (`d-lg-flex`)

Dropdown groups: - Monitoring: Monitoring, Live Monitoring, Statistics, Benchmarks - Infra: Servers, Knowledge, Federation, Quarantine, Maintenance - Tools: CC Profiles, Skills, MCP Tools, Tool Eval, Templates - Users: Users, Teams, User Content

Active state propagates to the dropdown toggle when any child page is active.

Changed — Permissions UI: collapsible sections¶

The five resource sections in the User Permissions tab (Expert Template, CC Profile, Native LLMs, Skills, MCP Tools) are now collapsible Bootstrap cards.

All sections start collapsed — reduces scroll length proportional to server count
Chevron icon rotates on expand/collapse
Collapse IDs include ${uid} to avoid DOM collisions when switching between users

[2.4.1] - 2026-04-21¶

impact: patch · breaking: no · domain: mcp-server, templates, benchmarks, database, observability

Fixed — GAIA Benchmark Integration Findings¶

Six infrastructure and configuration bugs discovered and resolved during the GAIA benchmark evaluation session. See GAIA Benchmark section for the full trial & error report.

`wikipedia_get_section` — `article=` parameter alias (MCP Server)¶

The LLM planner consistently calls wikipedia_get_section(article="...", section="...") but the MCP function only accepted title=. Every Wikipedia tool call raised got an unexpected keyword argument 'article' — silently recovered as an empty result.

Added article: str = "" as a second parameter alias; resolved to title at entry
Added a structured wikitext table parser: extracts Year | Album rows from MediaWiki table markup before stripping all markup; returns STRUCTURED TABLE (N entries): prefix

`tmpl-aihub-free-nextgen` — Wikipedia authority rules (Template, Postgres)¶

The judge LLM consistently overrode authoritative Wikipedia data with AllMusic/Discogs results when multiple sources were present.

Rule 4a updated: title= (not article=), section='Studio albums' (not 'Discography')
Judge prompt prepended: Wikipedia tool result is AUTHORITATIVE when the question specifies "use Wikipedia"

Attachment routing guard (benchmark context builder)¶

.docx and .xlsx filenames in context strings triggered the skill_detector expert (file-generation mode) instead of the reasoning/general expert. Two GAIA questions (Q8 Secret Santa, Q10 Spreadsheet) now answer correctly.

File extension stripped from attachment label in get_attachment_context()
Explicit [ROUTING: Use reasoning or general expert. Do NOT use skill_detector.] appended to attachment context

`routing_telemetry` UNIQUE constraint (Database)¶

Live Monitoring showed zero routing entries since 2026-04-17 despite hundreds of daily requests. Root cause: telemetry.py uses ON CONFLICT (response_id) DO NOTHING which requires a UNIQUE index on response_id. Only a plain B-tree index existed; every INSERT failed with InvalidColumnReference, swallowed at logger.debug level.

CREATE UNIQUE INDEX idx_telemetry_response_unique ON routing_telemetry (response_id)
No code change, no container restart; telemetry recording restored immediately

`gaia_runner.py` — argparse block (Benchmark Runner)¶

All CLI arguments were silently ignored because no argparse block existed. The runner always used hardcoded defaults (moe-reference-30b-balanced, levels 1–3, 30 questions), making all template-targeted validation runs invalid.

Added full argparse: --template, --levels, --max-per-level, --temperature, --language
Added TEMPERATURE and LANGUAGE module-level globals with env var and CLI override
Established benchmark governance rule: only template / MCP / skill / cache changes between runs

[2.4.0] - 2026-04-21¶

impact: major · breaking: no · domain: pipeline, mcp-server, templates, docs

Added — Agentic Re-Planning Loop¶

MoE Sovereign can now autonomously perform multi-step reasoning by looping back through the pipeline when a knowledge gap is detected after synthesis. This enables GAIA Level 3 class questions that require chained tool calls (search → fetch → parse → calculate) to be answered correctly.

How it works:

After each Merger/Judge synthesis, a lightweight gap detection LLM call assesses whether the original question was fully answered. If NEEDS_MORE_INFO is returned, the pipeline routes back to the Planner with an injected context block describing what was established and what is still missing. The Planner generates a focused new plan, experts run again in parallel, and the Merger synthesizes the enriched results. This repeats up to max_agentic_rounds iterations.

Implementation:

AgentState extended with four new fields: agentic_iteration, agentic_max_rounds, agentic_history, agentic_gap
planner_node: reads max_agentic_rounds from template config; injects agentic context block on re-plan iterations; bypasses Valkey plan cache
merger_node: performs gap detection LLM call after synthesis; appends per-round findings to agentic_history
New _should_replan(state) routing function: returns "planner" if gap detected and iterations remain, else "critic"
add_edge("merger", "critic") replaced by add_conditional_edges("merger", _should_replan, ...)
Streaming status messages (🔄 Agentic Loop — Iteration N/M) via existing _report() mechanism
Token budget guard: skips gap detection when prompt_tokens > 80 000

Template configuration: max_agentic_rounds: 0 (disabled, default) — fully opt-in, no breaking change.

Template	`max_agentic_rounds`
`tmpl-aihub-free-nextgen`	3
All others	0 (unchanged)

See Agentic Re-Planning Loop for full documentation.

Added — PowerPoint Generation (MCP Server)¶

The generate_file MCP tool now supports .pptx output via python-pptx.

format: "pptx" (aliases: "ppt", "powerpoint") generates a structured PowerPoint file
##-level headings become slide titles; body lines are added as bullet points
python-pptx>=0.6.23 added to mcp_server/requirements.txt
Content-Type application/vnd.openxmlformats-officedocument.presentationml.presentation served via /downloads/
skill_detector expert in NextGen template routes PowerPoint requests to generate_file

Added — NextGen Template (`tmpl-aihub-free-nextgen`)¶

New expert template for the AIHUB free tier with 120B+ parameter models and a dedicated skill_detector expert:

skill_detector expert: detects file creation requests (PowerPoint, HTML, Word, Excel, CSV, PDF, scripts) and calls generate_file automatically
12 expert domains: skill_detector, code_reviewer, math, medical_consult, legal_advisor, reasoning, science, translation, technical_support, web_researcher, general, knowledge_healing
force_think: true, enable_graphrag: true, enable_web_research: true
max_agentic_rounds: 3 — agentic loop enabled by default

Changed — All System Prompts Translated to English¶

All LLM-facing prompts (planner, judge, expert system prompts) across the codebase and Postgres templates have been translated from German to English. German-specific idioms and phrasing artifacts have been removed.

Affected files/templates:

Location	What changed
`main.py`	`_proc_markers` (German process words → English equivalents)
`main.py`	Agentic loop status message `"📌 Noch offen:"` → `"📌 Still open:"`
`main.py`	T1 insufficient marker `"(T1 nicht ausreichend)"` → `"(T1 insufficient)"`
`benchmarks/evaluator.py`	`JUDGE_SYSTEM_PROMPT`, `JUDGE_SYSTEM_PROMPT_FALLBACK`
`scripts/close_ontology_gaps.py`	`RESEARCH_SYSTEM_PROMPT`, `RESEARCH_USER_TEMPLATE`
Postgres `tmpl-aihub-free-nextgen`	Planner prompt, judge prompt, all 12 expert system prompts
Postgres `tmpl-m10-gremium-deep`	`legal_advisor` expert system prompt

[2.3.0] - 2026-04-19¶

Added — System Cleanup Manager & Autonomous Disk Management¶

Admin UI — System Cleanup Manager (Maintenance page)¶

A new System Cleanup Manager section on the Maintenance page gives operators full visibility and control over all automated disk-management jobs:

Job cards per subsystem: Docker Prune, LangGraph Checkpoint Archive, Admin-Log Rotation, systemd Journal, Prometheus TSDB
Each card displays: last run timestamp (relative), duration (current + rolling average), freed space (current + rolling average), run count, and job-specific detail metrics
Inline configuration panel (collapsible) with TTL fields per job — changes are persisted immediately to /opt/moe-infra/cleanup-config.json and propagate to .env for environment-backed settings
Manual trigger for docker_prune and checkpoint_archive via POST /api/cleanup/run/{job} — runs the cron script as a background task
Auto-refresh every 60 seconds; flash notifications on save / trigger

New API Endpoints¶

Method	Path	Description
`GET`	`/api/cleanup/status`	All jobs: last run, averages, config
`GET`	`/api/cleanup/config`	Current cleanup configuration
`POST`	`/api/cleanup/config`	Persist configuration, propagate to `.env`
`POST`	`/api/cleanup/run/{job}`	Trigger job immediately
`GET`	`/api/cleanup/history`	Raw JSONL history, filterable by job
`POST`	`/api/cleanup/write-cron-env`	Update cron `.env` files from UI

Autonomous Cleanup Infrastructure¶

/etc/cron.daily/moe-docker-prune — removes dangling images, stopped containers, and entire build cache (docker builder prune --all); writes structured JSON to /opt/moe-infra/cleanup-history.jsonl
/etc/cron.daily/moe-checkpoint-archive — daily pg_dump --format=custom -Z9 of the LangGraph checkpoint database (265 MB → 32 MB), followed by a three-phase prune of checkpoints, checkpoint_writes, and orphaned checkpoint_blobs; reads TTL from cleanup-config.json
/etc/logrotate.d/moe-admin-logs — daily logrotate for JSONL monitoring logs (size 50M, rotate 3, compress)
_append_log() rotation in app.py — inline file-size check before every write; rotates at LOG_MAX_BYTES (default 50 MB) with LOG_BACKUP_COUNT backups

Docker Subsystem Hardening¶

Container log rotation — /etc/docker/daemon.json now sets "max-size": "50m", "max-file": "3" as global defaults
Docker build cache — builder prune --all clears 200+ GB of accumulated build layers from nightly rebuilds (first-run reclaim: 48 GB images + ~216 GB cache)
Valkey AOF compaction — auto-aof-rewrite-percentage 50, auto-aof-rewrite-min-size 32mb, maxmemory 400mb, maxmemory-policy allkeys-lru
Neo4j TX-log retention — NEO4J_db_tx__log_rotation_retention__policy=2 files
Prometheus retention now configurable via PROMETHEUS_RETENTION_DAYS in .env (default: 30 d, previously hardcoded 90 d)
systemd journal capped at 512 MB / 30 days via /etc/systemd/journald.conf.d/size-limit.conf

Fixed¶

CSRF validation failure on Teams & Tenants page — teams_page passed an empty template context {}, leaving CSRF_TOKEN = "" in base.html. The global fetch() monkey-patch therefore sent X-CSRF-Token: "", rejected by CsrfApiMiddleware. Fixed by passing get_csrf_token(request) in the context.

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Admin UI, Infrastructure, Disk Management, Security

[2.2.0] - 2026-04-17¶

Added — Responsive Design & Visual Refresh¶

The Admin UI navbar (17 navigation links) has been restructured using the Bootstrap 5 Offcanvas pattern to prevent horizontal overflow on screens narrower than 1400 px.

Desktop (≥1400px): full horizontal link strip (d-none d-xxl-flex)
Tablet/Phone (<1400px): hamburger icon (d-xxl-none) opens a slide-in drawer (offcanvas offcanvas-end) containing all 17 links as a vertical list with grouped section dividers
Right-side controls (language selector, theme toggle, logout) remain always visible in a compact form

Public Websites — 3-Breakpoint CSS (moe-web, moe-web-int, moe-libris-web)¶

custom.css now implements a 3-tier responsive grid system:

Breakpoint	Target	Key changes
≤1024px (new)	Tablet	hw-grid, tools-grid, screenshots-grid → 2 columns
≤768px (extended)	Phone	All grids → 1 column; tab-bar scrollable; routing-flow stacks
≤480px (new)	Small Phone	Tab padding reduced; hero font clamp; cost-grid 1 column

Notable fixes: - .screenshots-grid { minmax(420px) } → breaks on 375px — corrected - .view-tabs gains overflow-x: auto + -webkit-overflow-scrolling: touch for swipe on mobile - .routing-node { min-width: 160px } → unset to prevent overflow on narrow phones

User Portal — Mobile Layout¶

user_portal.html sidebar layout switches to horizontal pill navigation on screens narrower than 768px (flex-direction: column, list-group → flex-wrap: wrap). Fixed-width sidebar containers converted to max-width to prevent overflow.

Website Screenshots (6 new)¶

Added to moe-web/assets/screenshots/ and moe-web-int/assets/screenshots/:

File	Content
`moe-admin-overview.png`	Full-page Admin dashboard with Advanced Pipeline Settings expanded; all credentials privacy-blurred
`moe-admin-monitoring.png`	Full-page monitoring view with server tiles
`grafana-gpu-nodes.png`	GPU & Inference Nodes dashboard (kiosk mode)
`grafana-knowledge.png`	Knowledge Base Health dashboard
`dozzle.png`	Container log viewer
`neo4j-knowledge-graph.png`	Knowledge graph — 500+ entity subgraph

Changed — Gap Healer v2 (per-node Redis slots)¶

scripts/gap_healer_templates.py replaces the v1 systemd-timer approach:

Root cause fixed: global asyncio.Semaphore(4) caused 300 hung tasks piling onto one warm node. Replaced with per-node moe:healer:active:{node} Redis counters and ZPOPMAX atomic gap claims.
Hardware caps: M60→1, M10→3, RTX→4, GT→2 concurrent slots
Progressive unlock: +1 slot per 5 successful runs up to hardware cap
Launcher: started from Admin UI → Monitoring panel (no systemd required)

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Admin UI, Public Websites, Gap Healer, Documentation
`branch`	`feat/responsive-design-admin-websites`

[2.1.1] - 2026-04-15¶

Fixed — Fresh-Install Reliability (Debian 13 LXC)¶

All bugs were discovered during a live install test on a clean Debian 13 (trixie) LXC container. Each was fixed in install.sh and verified by redeploying on the same container. Branch: debug/lxc-install.

install.sh: Added chown -R 1000:1000 kafka-data — moe-kafka (confluentinc/cp-kafka) runs as appuser uid=1000; directories created by the installer as root caused an immediate crash loop on first start
install.sh: Added chown -R 65534:65534 prometheus-data — moe-prometheus runs as uid=65534 (nobody); missing write permission caused a panic on queries.active
install.sh: Added chown -R 472:472 grafana/data grafana/dashboards — moe-grafana runs as uid=472; mkdir plugins failed with permission denied
install.sh: Added chown -R 1001:0 agent-logs — langgraph-orchestrator and mcp-precision run as moe uid=1001
install.sh: Changed .env permissions from chmod 600 to chmod 644 — containers bind-mount .env:ro and run as uid=1001; chmod 600 locked them out at startup with PermissionError: [Errno 13]. The :ro mount flag is the access control mechanism; world-readable on the host is acceptable.
install.sh: Changed EVAL_CACHE_FLAG_THRESHOLD=2.0 to 2 — main.py:732 calls int(os.getenv("EVAL_CACHE_FLAG_THRESHOLD", "2")) which raises ValueError on float strings
main.py: Added GET /health endpoint — the Dockerfile HEALTHCHECK called http://127.0.0.1:8000/health but no such route existed; all containers reported (unhealthy) despite functioning correctly

Metadata	Value
`impact`	patch — fixes silent runtime failures on fresh installs
`breaking`	no
`domain`	Installer, Orchestrator
`branch`	`debug/lxc-install`
`tested-on`	Debian 13 (trixie) LXC, Docker CE, Proxmox

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-14] - 2026-04-14¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`da880a5a` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: base.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`70caef43` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`f7c9a953` on `patch/v1.8.1-fixes`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`f7c9a953` on `patch/v1.8.1-fixes`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`f7c9a953` on `patch/v1.8.1-fixes`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`f7c9a953` on `patch/v1.8.1-fixes`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: profiles.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: profiles.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: profiles.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: profiles.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8b65e32d` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`b1b945d3` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: skills.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: skills.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-13] - 2026-04-13¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: base.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: skills.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: skills.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: skills.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: skills.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: skills.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`8d18aff2` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: monitoring.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-12] - 2026-04-12¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

MCP Tools: requirements.txt

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-11] - 2026-04-11¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py
Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	MCP Tools, Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	2

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py
Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	MCP Tools, Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	2

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py
Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	MCP Tools, Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	2

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): self_correction.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: base.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`05c1dc94` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: tool_eval.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: tool_eval.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Admin UI: tool_eval.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-10] - 2026-04-10¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`b524d0fa` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`4a545995` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`4a545995` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`4a545995` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: Dockerfile

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`4a545995` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: live_monitoring.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: live_monitoring.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: live_monitoring.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: live_monitoring.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: live_monitoring.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: requirements.txt

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: Dockerfile

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Docs Sync Agent: sync_agent.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Docs Sync Agent
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Docs Sync Agent: sync_agent.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Docs Sync Agent
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`e9405be0` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`697ef075` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`697ef075` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`697ef075` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`697ef075` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`697ef075` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`697ef075` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`1f6229fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`1f6229fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`1f6229fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`1f6229fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-09] - 2026-04-09¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

MCP Tools: server.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	MCP Tools
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`aa6cd5fc` on `main`
`files changed`	1

[2026-04-08] - Dozzle, Setup Wizard, install.sh¶

impact: minor · breaking: no · domain: infra, admin-ui, docs

Added¶

Dozzle log viewer — new moe-dozzle container (amir20/dozzle:latest) accessible at logs.moe-sovereign.org via Caddy; bcrypt auth via /opt/moe-infra/dozzle-users.yml; added to CONTAINER_NAMES in Admin UI monitoring table
Setup Wizard — first-run 4-step web wizard (/setup) in Admin UI; triggers automatically when INFERENCE_SERVERS is empty; covers inference servers, judge/planner models, and public URLs; implemented in all 4 UI languages
install.sh — curl-able bash installer for Debian 11/12/13; auto-installs Docker CE, creates /opt/ directories, generates secure secrets, prompts for admin credentials, deploys the full stack
.env.example — comprehensive template with all 80+ variables documented and grouped by subsystem
moe-sovereign.org Caddy block — serves install.sh via file_server; redirects all other traffic to docs
Installation guide (docs/guide/installation.md) — requirements, one-line install, manual setup, directory layout, upgrade procedure
First-Time Setup guide (docs/guide/first-setup.md) — wizard walkthrough, backend types, minimum viable config example

Removed¶

"Expert Models — Global Default" card — removed from Admin UI dashboard; model assignment is fully handled via Expert Templates and per-user API token auth; rebuild_expert_models() function deleted; EXPERT_MODELS no longer written by save_config()

Changed¶

Caddy config: added moe-sovereign.org and logs.moe-sovereign.org virtual hosts
docker-socket-proxy: added LOGS, EVENTS, VERSION, PING endpoint permissions
Quickstart docs: deployment section references install.sh

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Infrastructure / Docker: docker-compose.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Infrastructure / Docker
`git`	`aa6cd5fc` on `main`
`files changed`	1

[2026-04-08] — Memory Palace: Domain-Scoped Retrieval, Expert Memory Isolation & Auto-Save Hooks¶

Added¶

Metadata-Filtered Semantic Search (main.py — planner_node, graph_rag_node): The planner now optionally extracts metadata_filters (e.g. {"expert_domain": "code_reviewer"}) from the first task object. graph_rag_node applies these as a ChromaDB where clause after the Neo4j traversal, appending domain-scoped results to graph_context under a [Domain-Filtered Memory] label. Degrades silently on errors.
Isolated Expert Memory (main.py — merger_node; graph_rag/manager.py): Every response stored in ChromaDB is tagged with expert_domain metadata. The moe.ingest Kafka payload gains a source_expert field that flows through the consumer into extract_and_ingest() and ingest_synthesis(), tagging all resulting :Entity nodes, relations, and :Synthesis nodes in Neo4j with their origin expert category.
POST /v1/memory/ingest endpoint (main.py): New FastAPI endpoint that accepts {session_summary, key_decisions, domain, source_model, confidence} and publishes to moe.ingest for async GraphRAG processing. Enables external tools to persist knowledge without accessing Kafka directly.
Claude Code Auto-Save Hooks (hooks/): Two bash scripts — mempal_precompact_hook.sh (PreCompact) and mempal_save_hook.sh (Stop) — POST session summaries to /v1/memory/ingest before context is lost. Configured via ~/.claude/settings.json. See hooks/README.md for setup.
Documentation (docs/system/intelligence/memory_palace.md): New chapter in the Intelligence & Learning section covering all three features with architecture diagrams, schema references, and operational runbook.

Changed¶

AgentState gains metadata_filters: Dict field
moe.ingest Kafka payload gains source_expert field
ChromaDB moe_fact_cache documents gain expert_domain metadata field
Neo4j :Entity nodes and relations gain expert_domain property
Neo4j :Synthesis nodes gain expert_domain property
docs/system/architecture.md, dataflow.md, pipeline.md, intelligence/index.md, intelligence/compounding_knowledge.md updated

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	ChromaDB / Neo4j / Orchestrator / Claude Code Integration

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	GraphRAG
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`aa6cd5fc` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[2026-04-08] — Graph-basierte Wissensakkumulation¶

Added¶

Synthesis Persistence (main.py, graph_rag/manager.py): The merger_node now appends a <SYNTHESIS_INSIGHT> JSON block to its output when it produces a novel multi-source comparison, inference, or synthesis. The block is automatically stripped from the user-facing response. The Kafka consumer reads the synthesis_insight field on moe.ingest messages and calls the new graph_manager.ingest_synthesis() method, which creates a :Synthesis node in Neo4j (idempotent, sha256-keyed) and links it to relevant :Entity nodes via :RELATED_TO. These nodes surface in future graph_rag_node 2-hop traversals.
Graph Linting / Knowledge Janitor (main.py, graph_rag/manager.py): New Kafka topic moe.linting (constant KAFKA_TOPIC_LINTING). Any message on this topic triggers graph_manager.run_graph_linting() as a background task. Phase 1 deletes orphaned :Entity nodes (no relationships, LIMIT 50). Phase 2 iterates contradictory relationship pairs from _CONTRADICTORY_PAIRS, detects same-subject conflicts, calls the Ingest LLM for resolution, and flags the losing relationship (flagged=true, lint_note, lint_ts, lint_model). All LLM calls are throttled via the existing _ingest_semaphore with 0.5 s sleep between iterations.
New documentation chapter docs/system/intelligence/compounding_knowledge.md: Full description of both features including architecture diagrams, Cypher queries, operational runbook, and Neo4j schema changes.

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	GraphRAG, Kafka, Orchestrator, Documentation
`files changed`	8 (`main.py`, `graph_rag/manager.py`, `docs/system/kafka.md`, `docs/system/architecture.md`, `docs/system/dataflow.md`, `docs/system/pipeline.md`, `docs/system/toolstack/graphrag_neo4j.md`, `docs/system/intelligence/compounding_knowledge.md`)

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Documentation (mkDocs): mkdocs.yml

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Documentation (mkDocs)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	major
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

GraphRAG: manager.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	GraphRAG
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`c8881644` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Orchestrator (main.py): main.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Orchestrator (main.py)
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: expert_templates.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-08] - 2026-04-08¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`4b3c04d1` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: database.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: zh_CN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: fr_FR.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: en_EN.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: de_DE.lang

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: base.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: base.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: base.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: users.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: dashboard.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: user_portal.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: login.html

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[auto-2026-04-07] - 2026-04-07¶

Changed¶

Admin UI: app.py

Metadata	Value
`impact`	patch
`breaking`	no
`domain`	Admin UI
`git`	`35ab3e4f` on `main`
`files changed`	1

[3.0.0] - 2026-04-07¶

Added — Causal Learning Loop¶

GraphRAG / Neo4j (graph_rag/ontology.py): Three new procedural relation types with enterprise seed triples
NECESSITATES_PRESENCE (Action → Location): performing an action requires physical presence at a location
DEPENDS_ON_LOCATION (Action → Location): action outcome depends on a reachable location
ENABLES_ACTION (Condition → Action): a prerequisite resource or state makes an action possible
25 new entities across three new types: Action, Location, Condition
Seed triples cover IT operations workflows (on-premises deployment, hardware installation, remote access)
GraphRAG Manager (graph_rag/manager.py): Procedural reasoning in extraction and retrieval
Extended extraction prompt to elicit factual and procedural triples in a single LLM call
_query_procedural_requirements(): targeted Cypher traversal when Action-type entities appear in results
_get_ingest_semaphore(): asyncio.Semaphore(2) caps concurrent background ingest calls
Auto-detection: extracted procedural triples override upstream knowledge_type hint
extract_and_ingest() extended with optional knowledge_type param; returns detected type
Orchestrator (main.py): Graph ingest LLM decoupled from judge/merger
GRAPH_INGEST_MODEL / GRAPH_INGEST_ENDPOINT: dedicated model for background extraction; falls back to judge LLM when unset
knowledge_type field added to moe.ingest Kafka events
graph_rag_node: prepends explicit merger annotation when [Procedural Requirements] block is present
Admin UI (admin_ui/templates/dashboard.html, admin_ui/app.py): Graph Ingest Model selector
New field in Models card following model@endpoint pattern
Persisted via GRAPH_INGEST_MODEL / GRAPH_INGEST_ENDPOINT env keys
Documentation (docs/system/intelligence/): New Intelligence & Learning section
causal_learning.md: motivation, ontology, extraction pipeline, Cypher queries, enterprise use cases
context_extension.md: six mechanisms for effective context extension despite small LLM context windows
Updated architecture.md and dataflow.md with corrected diagrams and topic names

Changed¶

mkdocs.yml: new top-level nav section Intelligence & Learning
sync_agent.py: all generated content translated to English
docs/changelog.md: deduplicated 1051 auto-generated duplicate entries; all entries translated to English; metadata fields added to every release

Metadata	Value
`impact`	major — new knowledge type in graph; existing triples unaffected (MERGE is idempotent)
`breaking`	no — `extract_and_ingest()` extended with optional param only
`domain`	GraphRAG, Kafka, Admin UI, Documentation

[2.3.0] - 2026-04-07¶

Changed — Security Hardening & Admin UI Overhaul¶

Admin UI: CSRF tokens on all state-changing forms; rate limiting on auth endpoints; session management improvements; all four locale files updated (de_DE, en_EN, fr_FR, zh_CN)
Infrastructure (docker-compose.yml): Redis Stack configured via REDIS_ARGS; middleware ordering verified

Metadata	Value
`impact`	minor — no API changes; session behaviour hardened
`breaking`	no
`domain`	Admin UI, Infrastructure, Security

[2.2.1] - 2026-04-06¶

Changed — Admin UI Internationalisation & Claude Code Profile Fixes¶

Admin UI: Full i18n pass across all 14 templates and four locale files; Dockerfile rebuilt
Orchestrator (main.py): Claude Code profile expert_template_id resolution corrected; vision mode fixed for image attachments; process table display fixed
Documentation (mkdocs.yml): navigation labels standardised to English

Metadata	Value
`impact`	patch — UI and i18n fixes; API unchanged
`breaking`	no
`domain`	Admin UI, i18n, Claude Code Integration

[2.2.0] - 2026-04-05¶

Added¶

Admin UI (profiles.html, app.py): Expert-template selector in Claude Code profile editor — profiles can now assign an individual expert template (visible only in moe_orchestrated mode)
Orchestrator (main.py): expert_template_id in CC profiles loaded via admin_override=True without permission check
Auto-documentation (sync_agent.py, scripts/doc_sync_hook.sh): Claude Code PostToolUse hook writes changelog entries to docs/changelog_pending.jsonl; sync_agent.py --changelog-only flushes pending entries every 15 min
Expert template claude-code-agent: system prompts for all expert categories optimised for autonomous tool execution in agentic loops

Changed¶

_resolve_user_experts / _resolve_template_prompts: new optional admin_override: bool parameter
CC profiles: new optional field expert_template_id

Metadata	Value
`impact`	minor — new optional field; existing profiles unaffected
`breaking`	no
`domain`	Admin UI, Claude Code Integration, Expert Templates

[2.1.0] - 2026-03-29¶

Added¶

Two-Tier Expert System: _infer_tier() routes T1 (≤20B params) first; T2 (>20B) only when T1 confidence is below threshold — saves VRAM on simple requests, escalates for complex ones
Chat-history injection: _truncate_history() — last 4 turns, max 3000 chars — all expert LLMs receive conversation context; chat_history field added to AgentState and API layer
Citation tracking: _web_search_with_citations() appends structured source references (title + URL) to web research results
thinking_node: new node between research_fallback and merger; activated for complex plans or low-confidence results; 4-step chain-of-thought; output as reasoning_trace
Expert deduplication: _dedup_by_category() keeps highest-confidence result per category; prevents echo chamber
critic_node: post-merger validation for medical_consult and legal_advisor (safety-critical); judge LLM checks for factual errors and dangerous statements

Changed¶

Graph topology: research_fallback → thinking → merger → critic → END
expert_worker: two-tier logic replaces simple parallel fan-out
Judge LLM updated to reasoning-focused model

Metadata	Value
`impact`	minor — pipeline extended; API compatible
`breaking`	no
`domain`	Orchestrator, Expert Routing, Safety

[2.0.0] - 2026-03-29¶

Added¶

Kafka integration (KRaft mode, no Zookeeper): topics moe.ingest, moe.requests, moe.feedback; AIOKafkaProducer with 12-retry backoff; AIOKafkaConsumer as permanent asyncio background task; graceful degradation when Kafka unavailable
GraphRAG / Neo4j Knowledge Graph: GraphRAGManager with 2-hop traversal; base ontology 104 entities / 100 relations across 4 domains; background triple extraction via judge LLM; conflict detection; domain filter prevents cross-domain contamination; API endpoints GET /graph/stats, GET /graph/search
MCP Precision Tools Server (port 8003): 16 deterministic tools — calculate (safe AST evaluator), date arithmetic, unit conversion, statistics, regex, subnet calculator, base64, JSON query
Self-learning infrastructure: POST /v1/feedback endpoint; expert performance tracking in Redis (Laplace smoothing); cache flags low-rated entries; response metadata TTL 7 days
LangGraph pipeline extended: mcp_node, graph_rag_node added to parallel fan-out; cache short-circuit at cosine distance < 0.15; expert output cap 2400 chars
Confidence scoring: structured expert output KONFIDENZ: hoch | mittel | niedrig; merger prioritises by confidence
Research fallback node: automatic web search on low-confidence results; forced for safety-critical categories
Output modes: moe-orchestrator, moe-orchestrator-code, moe-orchestrator-concise
Token tracking: accumulated prompt_tokens + completion_tokens across all LLM calls in every response
Open WebUI <think> panel: progress reports from all nodes via contextvars.ContextVar
Open WebUI internal-request detection: fast-paths title/autocomplete prompts directly to judge

Fixed¶

Planner returning strings instead of task dicts → _sanitize_plan() added
Neo4j deprecated relation type warnings removed from _CONTRADICTORY_PAIRS
docker-compose duplicate environment block merged

Metadata	Value
`impact`	major — Kafka and Neo4j are new required infrastructure
`breaking`	yes — requires `moe-kafka` and `neo4j-knowledge` services
`domain`	Orchestrator, Infrastructure, GraphRAG, MCP, Kafka

[1.2.0] - 2026-02-12¶

Added¶

SymPy mathematics module: equation solving, simplification, differentiation, integration

Changed¶

Expert worker: improved stagger algorithm
GPU count dynamically configurable via environment variable
Improved CUDA OOM error detection and handling

Fixed¶

Checkpointer initialisation error (_GeneratorContextManager)
Memory leak in expert worker semaphore management

Metadata	Value
`impact`	minor
`breaking`	no
`domain`	Orchestrator, Math

[1.1.0] - 2026-02-11¶

Added¶

LangGraph Multi-Model Orchestration (initial pipeline)
Multi-node GPU cluster support via Ollama
Redis checkpoint persistence for graph state
ChromaDB vector store for knowledge caching
SearXNG web research integration
Docker Compose deployment
OpenAI-compatible API endpoint (/v1/chat/completions) with SSE streaming

Metadata	Value
`impact`	minor — initial functional release
`breaking`	no
`domain`	Orchestrator, Infrastructure

[1.0.0] - 2026-02-10¶

Added¶

Project initialisation with LangGraph base structure
Core nodes: cache_lookup, planner, expert_workers, merger
Docker configuration and basic error handling

Metadata	Value
`impact`	major — initial release
`breaking`	n/a
`domain`	Orchestrator

Changelog¶

2026-05-21 — v2.5.3: Query Reformulation (Agentic RAG)¶

2026-05-21 — v2.5.2: Confidence-Weighted Expert Synthesis¶

2026-05-21 — v2.5.1: Text-to-Cypher GraphRAG Fallback¶

2026-05-20 — v2.5.0: Science-Based RAG Extensions¶

Added¶

2026-05-11 — Track C.2: Sauberer Schnitt — Phase 16–24 nach moe-codex migriert¶

Removed¶

Changed¶

2026-05-09 — Enterprise Stack Bootstrap (Marquez · lakeFS · NiFi)¶

Added¶

Fixed (image quirks documented in enterprise_stack_quirks.md)¶

2026-05-07 — Formal Logic State Layer (de Vries 2007), AIC Complexity, Adaptive Thompson Sampling, Fuzzy Entity Deduplication¶

Added¶

2026-05-05 — User Template API Access, Portal User Login, GAIA Benchmark +3 Fixes, adesso Deployment¶

Added¶

Fixed¶

Changed¶

2026-05-04 — OpenAI Responses API, Pipeline Transparency Log, Chess MCP, Optional Neo4j/Authentik¶

Added¶

Fixed¶

2026-04-27 — Tier-2 Semantic Memory (1M-Token Context Window) & MRCR-lite Benchmark¶

Added — Tier-2 Semantic Memory¶

Added — MRCR-lite v2 Benchmark¶

Added — Expert Templates for Semantic Memory¶

Fixed — Hybrid Retrieval Calibration¶

2026-04-25 — Security Hardening, Architektur-Optimierungen & GAIA-Benchmark¶

Sicherheit¶

Architektur-Optimierungen¶

MCP Tools (46 total)¶

GAIA Benchmark¶

Deployment¶

[2.8.0] - 2026-04-24¶

Added — Dynamic Sequential/Parallel Expert Execution¶

Added — Adaptive Context Budget per Model¶

Added — GraphRAG On-Demand¶

Added — Domain-Aware Search Cache¶

Added — 7 New MCP Tools (total: 43)¶

Added — Domain-Filtered Planner Tool Descriptions¶

Added — GAIA Search Cache Pre-Warmer¶

Fixed — Complexity Estimator Under-Classifies Research Questions¶

Fixed — User Template Routing with @node Suffix¶

Fixed — ONNX Embedding Model Cache Permissions¶

Performance — GAIA Benchmark Results (2026-04-24)¶

[2.6.0] - 2026-04-23¶

Added — Endpoint Availability Graph¶

Added — API Endpoint Budget Overview¶

Added — User Budget Response Headers¶

Fixed — Servers Page JavaScript Crash¶

[2.5.0] - 2026-04-22¶

Added — skills.sh External Audit Integration¶

Added — Mandatory Internal Audit for Upstream (Anthropic) Skills¶

Added — Refactored _run_llm_audit() helper¶

Fixed — Upstream repository clone on fresh installations¶

Fixed — Server tiles not updating in Admin > Servers¶

Changed — Navbar restructured with dropdown groups¶

Changed — Permissions UI: collapsible sections¶

[2.4.1] - 2026-04-21¶

Fixed — GAIA Benchmark Integration Findings¶

wikipedia_get_section — article= parameter alias (MCP Server)¶

tmpl-aihub-free-nextgen — Wikipedia authority rules (Template, Postgres)¶

Attachment routing guard (benchmark context builder)¶

routing_telemetry UNIQUE constraint (Database)¶

gaia_runner.py — argparse block (Benchmark Runner)¶

[2.4.0] - 2026-04-21¶

Added — Agentic Re-Planning Loop¶

Added — PowerPoint Generation (MCP Server)¶

Added — NextGen Template (tmpl-aihub-free-nextgen)¶

Changed — All System Prompts Translated to English¶

[2.3.0] - 2026-04-19¶

Added — System Cleanup Manager & Autonomous Disk Management¶

Admin UI — System Cleanup Manager (Maintenance page)¶

New API Endpoints¶

Autonomous Cleanup Infrastructure¶

Docker Subsystem Hardening¶

Fixed¶

[2.2.0] - 2026-04-17¶

Added — Responsive Design & Visual Refresh¶

Admin UI — Bootstrap 5 Offcanvas Navigation¶

Public Websites — 3-Breakpoint CSS (moe-web, moe-web-int, moe-libris-web)¶

Fixed (image quirks documented in `enterprise_stack_quirks.md`)¶

Added — Refactored `_run_llm_audit()` helper¶

`wikipedia_get_section` — `article=` parameter alias (MCP Server)¶

`tmpl-aihub-free-nextgen` — Wikipedia authority rules (Template, Postgres)¶

`routing_telemetry` UNIQUE constraint (Database)¶

`gaia_runner.py` — argparse block (Benchmark Runner)¶

Added — NextGen Template (`tmpl-aihub-free-nextgen`)¶