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58 changes: 58 additions & 0 deletions .claude/FINAL_STACK.md
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Expand Up @@ -413,3 +413,61 @@ bit is traceable, and GPU tensor cores doing tropical pathfinding on
a knowledge graph that gets smarter every time you query it.

Same workflows. Different universe.

---

## INTEGRATION STATUS (2026-03-22)

### What's Done
- ndarray: All 55 HPC modules ported (880 tests), Fingerprint/Plane/Seal/Node/Cascade/BF16Truth
- lance-graph Phase 1 (blasgraph CSC/Planner): DONE
- lance-graph Phase 2 (bgz17 container/semiring): DONE (121 tests)
- rs-graph-llm core framework: DONE (10,387 lines)
- crewai-rust core pipeline + drivers: DONE (48K LOC, 192 tests)

### What's Open
- lance-graph Phase 3 (dual-path, bgz17-codec feature flag): NOT STARTED
- lance-graph Phase 4 (FalkorDB 3-backend routing): NOT STARTED
- AriGraph schema → rs-graph-llm: PLANNED (5-sprint plan, zero code)
- crewai-rust → rs-graph-llm integration: NOT PLANNED (decision pending)
- ladybug-rs rustynum → ndarray migration: NOT STARTED
- ladybug-rs lance-graph wiring: NOT STARTED (blocked on dead code deletion)

### Cross-Repo Awareness Gaps (being fixed)
- rs-graph-llm docs don't reference ndarray or lance-graph as dependencies
- ladybug-rs docs still reference rustynum, not ndarray
- crewai-rust docs don't mention rs-graph-llm

### Master Plan
See `/home/user/INTEGRATION_PLAN.md` for the four-plateau migration strategy.

## STATUS (2026-03-22 Deep Audit)

### lance-graph: MOSTLY DONE
- Core (semirings, SPO, TypedGraph, GrBMatrix, HHTL, cascade, Cypher parser): **DONE** (200+ tests)
- bgz17 crate (palette semiring/matrix/CSR, Base17 VSA, SIMD, TypedPaletteGraph): **DONE** (121 tests)
- FalkorDB compat shim: **PARTIAL** (blasgraph only; DataFusion + palette backends not wired)
- bgz17 isolated — still in workspace `exclude`, not wired into lance-graph (Phase 3 OPEN)
- Phase 3-4 integration (bgz17 feature flag, plane_to_base17, parallel_search, 3-backend routing): **OPEN**

### ndarray: ALL PORTING DONE
- 55 HPC modules in src/hpc/, 6 backend files — **ALL DONE** (880 lib tests)
- Every "must be ported" item (BLAS L1-3, BF16/Int8 GEMM, LAPACK, FFT, VML, HDC, etc.): **DONE**
- Build currently fails (exit 101) — needs investigation

### rs-graph-llm: CORE DONE, INTEGRATION OPEN
- graph-flow framework (Task, Context, Runner, FanOut, ReAct, MCP, storage backends): **DONE** (10K+ lines)
- 3 example services: **DONE**
- AriGraph integration (graph-flow-memory crate): **OPEN** — plan only, zero code

### Cross-Repo Build Status
| Repo | Compiles | Tests |
|------|----------|-------|
| lance-graph (lib) | partial | ~200+ passing |
| bgz17 | YES | 121 passing |
| ndarray | NO (exit 101) | 880 when it builds |
| rs-graph-llm | NO (ort-sys SSL) | untestable |
| rustynum | NO (missing unsafe) | untestable |
| ladybug-rs | NO (path deps) | untestable |
| n8n-rs | NO (missing wasmtime) | untestable |
| crewai-rust | NO (30 type errors) | untestable |
36 changes: 26 additions & 10 deletions .claude/phases/integration_phases.md
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Expand Up @@ -29,7 +29,9 @@

**Prompt:** `.claude/prompts/session_A_v3_blasgraph_csc_planner.md` (COMPLETED)

## Phase 2: Session B — bgz17 Container Annex + Semiring ⚡ PARTIAL
## Phase 2: Session B — bgz17 Container Annex + Semiring ✅ DONE

**Phase 2 Completion Note:** Updated 2026-03-22: All bgz17 items verified complete (121 tests). Phase 3 gates remain OPEN.

**Done (PR #28, container.rs 728 lines, 15 tests):**

Expand All @@ -42,17 +44,31 @@
[x] seal_wide_meta, has_bgz17_annex
```

**Remaining (gate criteria for Phase 3):**
**Remaining items — ALL DONE in bgz17 crate (121 tests passing):**

```
[x] PaletteSemiring + compose_table — DONE (5 tests)
[x] PaletteMatrix mxm — DONE (3 tests)
[x] PaletteCsr::from_scope_with_edges — DONE (4 tests)
[x] Base17 VSA ops (xor_bind/bundle/permute) — DONE (14 tests)
[x] SIMD batch_palette_distance — DONE (5 tests)
[x] PaletteResolution::auto_select — DONE
[x] TypedPaletteGraph — DONE (7 tests)
[x] `cd crates/bgz17 && cargo test` passes with new modules
```

**Phase 3 gate items remain OPEN:**

```
[ ] bgz17-codec feature flag in lance-graph — NOT STARTED
[ ] NdarrayFingerprint::plane_to_base17() — NOT STARTED
[ ] parallel_search() dual-path — NOT STARTED
```

**Phase 4 gate items remain OPEN:**

```
[ ] PaletteSemiring compose_table: compose(a, identity) = a
[ ] PaletteMatrix mxm: 2-hop matches manual computation
[ ] PaletteCsr::from_scope_with_edges reads W16-31 inline edges
[ ] Base17::xor_bind is its own inverse
[ ] SIMD batch_palette_distance matches scalar for all inputs
[ ] PaletteResolution::auto_select returns appropriate k for edge counts
[ ] TypedPaletteGraph from TypedGraph + palettes
[ ] `cd crates/bgz17 && cargo test` passes with new modules
[ ] FalkorCompat 3-backend routing — PARTIAL (only blasgraph wired, DataFusion + palette missing)
```

**Branch:** `feat/bgz17-palette-semiring`
Expand Down
36 changes: 36 additions & 0 deletions PROGRESS.md
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@@ -0,0 +1,36 @@
# lance-graph — Progress Tracker

> Tracks progress against the master integration plan plateaus.
> See /home/user/INTEGRATION_PLAN.md for full context.

## Plateau 0: Everything Compiles

- [x] bgz17 crate compiles and tests pass (121 tests)
- [x] lance-graph core compiles (SPO: 30 tests, Cypher: 44 tests, Semirings: 10 tests)
- [ ] One DataFusion integration test fails to compile — needs investigation

## Plateau 1: Schema Migration

- [ ] 1C.4: Update FINAL_STACK.md with crewai-rust + AriGraph awareness — DONE (2026-03-22)
- [ ] 1C.5: Update integration_phases.md — Phase 2 marked DONE (2026-03-22)

## Plateau 2: ladybug-rs Migration

- N/A for lance-graph (lance-graph is consumed, not changed)
- [ ] 2B.3: ladybug-rs wires lance-graph semirings into src/graph/spo/
- [ ] 2B.4: ladybug-rs delegates Cypher execution to lance-graph
- [ ] 2B.5: ladybug-rs uses lance-graph SPO store as backend

## Plateau 3: Full Stack Integration

- [ ] 3A.1: Add bgz17-codec feature flag to Cargo.toml
- [ ] 3A.2: Move bgz17 from workspace exclude to members
- [ ] 3A.3: NdarrayFingerprint::plane_to_base17()
- [ ] 3A.4: parallel_search() dual-path (HHTL + CLAM merge)
- [ ] 3A.5: Wire TruthGate into search results
- [ ] 3D.1: FalkorCompat 3-backend routing
- [ ] 3D.2: Palette 2-hop ranking validation (ρ > 0.9)
- [ ] 3D.3: Performance benchmark

---
*Last updated: 2026-03-22*