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>
67 lines
2.2 KiB
JSON
67 lines
2.2 KiB
JSON
{
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"client": "Riverline Logistics — Nashville Downtown Build-Out",
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"date": "2026-05-05",
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"contract": {
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"deadline": "2026-05-19",
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"budget_total_usd": 180000,
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"budget_per_hour_max": 32,
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"local_bonus_per_hour": 4,
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"local_bonus_radius_mi": 75,
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"fill_requirement": "paramount"
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},
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"events": [
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{
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"kind": "baseline_fill",
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"at": "07:00",
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"role": "Welder",
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"count": 4,
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"city": "Nashville",
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"state": "TN",
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"shift_start": "07:00 AM",
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"scenario_note": "Skilled welding for downtown structural assembly. Prefer local (in 75mi). Contract pays up to $32/hr + $4/hr local bonus. Fill is paramount — the contract is worth $180K total, broken = penalty."
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},
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{
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"kind": "expansion",
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"at": "08:30",
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"role": "Packaging Operator",
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"count": 6,
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"city": "Nashville",
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"state": "TN",
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"shift_start": "08:30 AM",
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"scenario_note": "Warehouse packaging on-site for the same project. 6 workers preferred Nashville-local; out-of-area acceptable if local pool is exhausted. Respect budget."
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},
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{
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"kind": "baseline_fill",
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"at": "09:00",
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"role": "Shipping Clerk",
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"count": 2,
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"city": "Nashville",
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"state": "TN",
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"shift_start": "09:00 AM",
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"scenario_note": "Administrative/shipping coordination role. Two clerks needed; tightening the load on packaging team."
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},
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{
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"kind": "emergency",
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"at": "13:00",
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"role": "Welder",
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"count": 2,
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"city": "Nashville",
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"state": "TN",
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"shift_start": "13:00 PM",
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"deadline": "15:00",
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"scenario_note": "A subcontractor just dropped out — need 2 more Welders by 3pm. Use cloud rescue path if Nashville supply is exhausted; pivot to within-radius first (if any in 75mi), then budget-permitting out-of-area."
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},
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{
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"kind": "misplacement",
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"at": "15:30",
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"role": "Packaging Operator",
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"count": 1,
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"city": "Nashville",
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"state": "TN",
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"shift_start": "15:30 PM",
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"replaces_event": "08:30",
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"scenario_note": "One packager no-showed. Single refill. Any Nashville-area candidate, budget already covered."
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}
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]
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}
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