ff9823b871
Re-runs the SCRUM.md framework against HEAD (4840c10) to score the
delta from the audit baseline at 91edd43. Composite +8.
Scoring deltas:
Reproducibility 7 → 9 (just verify, just doctor, pre-push hook)
Test Coverage 6 → 8 (168 proof harness assertions; Go-test
gaps in shared/storeclient remain)
Trust Boundary 7 → 7 (no code change; R-001/R-007 open)
Memory Correctness 3 → 4 (vectord persistence proven; Mem0
pathway/playbook still not ported)
Deployment Readiness 4 → 5 (just doctor; REPLICATION/systemd open)
Maintainability 8 → 8 (spine unchanged; harness obeys
CLAUDE_REFACTOR_GUARDRAILS)
Risk register changes:
R-004 (smokes not gated) CLOSED — just verify + pre-push hook
R-005 (cmd/main.go untested) partial — proof harness covers wiring
R-012 (empty tests/ dir) CLOSED — populated by harness
R-001/R-002/R-003/R-006/R-007/R-008/R-009/R-010 unchanged
Sprint 0 progress:
S0.1 just doctor DONE
S0.3 just verify + pre-push DONE
S0.6 tests/ dir cleanup DONE
S0.2 just smoke-fixtures open
S0.4 cmd/main_test × 6 partial (harness coverage; go-test gap)
S0.5 shared/storeclient tests open (HIGH risks still unaddressed)
New finding from this rerun (worth recording):
Queryd refresh-tick race in 04_query_correctness — cache-warm
binaries fire SELECTs faster than queryd's 500ms refresh tick.
Caught by integration mode going 104/0/1 → 102/1/1, fixed at
4840c10 with proof_wait_for_sql helper. Exactly the failure-mode
the harness was designed to catch.
Original 5 audit reports preserved as immutable history at
91edd43; this file documents the delta only.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
golangLAKEHOUSE
Go reimplementation of the Lakehouse — a versioned knowledge substrate for staffing analytics + local AI workloads.
Status
Phase G0 complete + G1/G1P/G2 shipped. Six binaries plus a seventh (vectord) and an eighth (embedd) on top, fronted by a single gateway. Acceptance smokes green for D1-D6 + G1 + G1P + G2.
End-to-end staffing co-pilot pipeline functional through the gateway:
text → /v1/embed → /v1/vectors/index/<name>/add
text → /v1/embed → /v1/vectors/index/<name>/search → top-K hits
Plus the SQL path:
CSV → /v1/ingest (parses, writes Parquet via storaged, registers
manifest with catalogd)
SQL → /v1/sql (DuckDB over the registered Parquets via httpfs)
See docs/PHASE_G0_KICKOFF.md for the day-by-day record (D1-D6 +
real-scale validation + G1/G1P/G2 pointer at the bottom).
Service inventory
| Bin | Port | Role |
|---|---|---|
gateway |
3110 | Reverse proxy fronting all backing services |
storaged |
3211 | Object I/O over S3 (MinIO in dev) |
catalogd |
3212 | Parquet manifest registry, ADR-020 idempotency |
ingestd |
3213 | CSV → Parquet → register loop |
queryd |
3214 | DuckDB SELECT over registered Parquets via httpfs |
vectord |
3215 | HNSW vector search (+ optional persistence to storaged) |
embedd |
3216 | Text → vector via Ollama (default nomic-embed-text 768-d) |
Acceptance smokes
scripts/d1_smoke.sh # 5-binary skeleton + chi /health + gateway proxy probes
scripts/d2_smoke.sh # storaged GET/PUT/LIST/DELETE + 256 MiB cap + concurrency cap
scripts/d3_smoke.sh # catalogd register/manifest/list + rehydrate-across-restart
scripts/d4_smoke.sh # ingestd CSV → Parquet round-trip + schema-drift 409
scripts/d5_smoke.sh # queryd DuckDB SELECT through httpfs over MinIO
scripts/d6_smoke.sh # full ingest → query through gateway only
scripts/g1_smoke.sh # vectord HNSW recall + dim mismatch + duplicate-create 409
scripts/g1p_smoke.sh # vectord state survives kill+restart via storaged
scripts/g2_smoke.sh # embed → vectord add → search round-trip
Or run the full gate via the task runner (see below):
just verify # vet + tests + 9 smokes; ~33s wall
Task runner
just # show available recipes
just verify # full Sprint 0 gate (vet + tests + 9 smokes)
just smoke <day> # single smoke (d1..d6, g1, g1p, g2)
just doctor # check cold-start deps; --json for CI
just install-hooks # install pre-push hook that runs just verify
After a fresh clone, run just install-hooks once so git push is
gated on the same green chain that ran here. Hook lives in
.git/hooks/pre-push (not tracked; recreated by the recipe).
Cold-start dependencies
- Go 1.25+ at
/usr/local/go/bin(arrow-go pulled the 1.25 floor) gcc+libc-devfor the DuckDB cgo binding (ADR-001 §1.1)justtask runner (apt install juston Debian 13+)- MinIO running on
:9000with bucketlakehouse-go-primary - Ollama running on
:11434withnomic-embed-textloaded (G2) /etc/lakehouse/secrets-go.tomlwith[s3.primary]credentials (storaged + queryd both read this)
just doctor probes all of the above and reports the fix command
for each missing dep. CI / scripts can use just doctor --json.
Layout
docs/ Direction + spec + ADRs + day-by-day
cmd/ One main package per binary
internal/ Shared packages — storeclient, catalogclient,
secrets, shared, embed, gateway, plus
per-service implementation packages
scripts/ Smokes + ancillary tooling
Reading order
docs/PRD.md— what we're building and whydocs/SPEC.md— how, per-componentdocs/DECISIONS.md— ADRs (ADR-001 foundational)docs/PHASE_G0_KICKOFF.md— day-by-day from D1 through G2docs/RUST_PATHWAY_MEMORY_NOTE.md— historical reference for the Rust era's pathway memory (not migrated, by ADR-001 #5)
Predecessor
The Rust Lakehouse this rewrite supersedes lives at
git.agentview.dev/profit/lakehouse. It remains the live system
serving devop.live/lakehouse/ until this Go implementation reaches
feature parity per docs/SPEC.md §7. Then Rust enters
maintenance-only mode.