ac01fffd9a
Architectural snapshot of the lakehouse codebase at the point where the
full matrix-driven agent loop with Mem0 versioning + deletion was
validated end-to-end.
WHAT THIS REPO IS
A clean single-commit snapshot of the lakehouse code. Heavy test data
(.parquet datasets, vector indexes) excluded — see REPLICATION.md for
regen path. Full lakehouse history at git.agentview.dev/profit/lakehouse.
WHAT WAS PROVEN
- Vector retrieval across multi-corpora matrix (chicago_permits + entity
briefs + sec_tickers + distilled procedural + llm_team runs)
- Observer hand-review (cloud + heuristic fallback) gating each candidate
- Local-model agent loop (qwen3.5:latest) with tool use + scratchpad
- Playbook seal on success → next-iter retrieval surfaces it as preamble
- Mem0 versioning + deletion in pathway_memory:
* UPSERT: ADD on new workflow, UPDATE bumps replay_count on identical
* REVISE: chains versions, parent.superseded_at + superseded_by stamped
* RETIRE: marks specific trace retired with reason, excluded from retrieval
* HISTORY: walks chain root→tip, cycle-safe
KEY DIRECTORIES
- crates/vectord/src/pathway_memory.rs — Mem0 ops live here
- crates/vectord/src/playbook_memory.rs — original Mem0 reference
- tests/agent_test/ — local-model agent harness + PRD + session archives
- scripts/dump_raw_corpus.sh — MinIO bucket dump (raw test corpus)
- scripts/vectorize_raw_corpus.ts — corpus → vector indexes
- scripts/analyze_chicago_contracts.ts — real inference pipeline
- scripts/seal_agent_playbook.ts — Mem0 upsert from agent traces
Replication: see REPLICATION.md for Debian 13 clean install + cloud-only
adaptation (no local Ollama).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
35 lines
1.4 KiB
Desktop File
35 lines
1.4 KiB
Desktop File
[Unit]
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Description=Lakehouse Claim Auditor — polls Gitea for open PRs + hard-blocks placeholder merges
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Documentation=file:///home/profit/lakehouse/auditor/README.md
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After=network.target lakehouse.service
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Wants=lakehouse.service
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[Service]
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Type=simple
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WorkingDirectory=/home/profit/lakehouse
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# Runs as root to match the other lakehouse-* services on this host
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# (gateway, mcp-server, observer). The auditor reads the git PAT out
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# of /home/profit/.git-credentials which is 0600 profit:profit —
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# root can read it, which is why the service runs as root.
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# Alternative: run as `profit` and ensure bun binary is on PATH;
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# left for a follow-up hardening PR.
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ExecStart=/home/profit/.bun/bin/bun run /home/profit/lakehouse/auditor/index.ts
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Restart=on-failure
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RestartSec=30
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# Stop responds to SIGTERM cleanly — no in-flight cycle survives a
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# restart; the poller is idempotent so a mid-cycle restart just
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# re-audits from state.json on next start.
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KillSignal=SIGTERM
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TimeoutStopSec=10
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# Optional env toggles documented in auditor/index.ts:
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# LH_AUDITOR_RUN_DYNAMIC=1 — include hybrid fixture on every audit
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# (default off — mutates live playbook)
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# LH_AUDITOR_SKIP_INFERENCE=1 — skip cloud inference for fast runs
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# Pause file — operator can `touch /home/profit/lakehouse/auditor.paused`
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# to skip the next cycle without stopping the service.
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[Install]
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WantedBy=multi-user.target
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