feat: bump arrow 57, datafusion 51, lance 2 by AdaWorldAPI · Pull Request #1 · AdaWorldAPI/lance-graph

AdaWorldAPI · 2026-03-03T12:58:25Z

Align lance-graph's dependency matrix with ladybug-rs and rustynum:
arrow 56.2 → 57
datafusion 50.3 → 51
lance 1.0 → 2.0
lance-* 1.0 → 2.0

All 491 tests pass with zero API breakages.

The Python crate is excluded from the workspace resolver to avoid the pyarrow links = "python" conflict with pyo3. It continues to build separately via maturin develop.

https://claude.ai/code/session_016SeGMg1pgf1MqK8YWkedvV

Align lance-graph's dependency matrix with ladybug-rs and rustynum: arrow 56.2 → 57 datafusion 50.3 → 51 lance 1.0 → 2.0 lance-* 1.0 → 2.0 All 491 tests pass with zero API breakages. The Python crate is excluded from the workspace resolver to avoid the pyarrow `links = "python"` conflict with pyo3. It continues to build separately via `maturin develop`. https://claude.ai/code/session_016SeGMg1pgf1MqK8YWkedvV

#1: RUSTYNUM IS MANDATORY — no hand-rolled numeric ops in lance_parser/ #2: NO SERDE_JSON ON THE HOT PATH — NodeParameterValue is not serde_json::Value, they are not convertible, the fix is never param_to_json() https://claude.ai/code/session_016SeGMg1pgf1MqK8YWkedvV

Fixes the shift mismatch bug (PR review item #1): - accumulator.rs: removed cyclic shift from accumulate_frame(). crystallize() and unbind() now read/write the same cell positions. Decorrelation handled by ZeckBF17 golden-step at encoding level. - universal_perception.rs: same fix for UniversalAccumulator. - Removed unused PHI, GOLDEN_ANGLE, PI constants from both files. Added KNOWLEDGE.md: complete architectural reference for the Savant research agent. Documents the L2-scores-lower-than-L1 insight (integrated BitVec destroys plane separation), the correct two-curve Pareto frontier, all known bugs, and success criteria.

fix: remove accumulator cyclic shift + add KNOWLEDGE.md Fixes the shift mismatch bug (PR review item #1): - accumulator.rs: removed cyclic shift from accumulate_frame(). crystallize() and unbind() now read/write the same cell positions. Decorrelation handled by ZeckBF17 golden-step at encoding level. - universal_perception.rs: same fix for UniversalAccumulator. - Removed unused PHI, GOLDEN_ANGLE, PI constants from both files. Added KNOWLEDGE.md: complete architectural reference for the Savant research agent. Documents the L2-scores-lower-than-L1 insight (integrated BitVec destroys plane separation), the correct two-curve Pareto frontier, all known bugs, and success criteria.

The 5th and foundational chess research direction: load the full historical record (5B Lichess games + 10M master games + Syzygy endgame tablebases) into our native encoding and make it queryable via Cypher with semantic similarity. Compression: 200B position-occurrences → ~325 GB on SSD after CAM-PQ palette compression + FEN deduplication. ChessBase needs 600 GB for 10M games; we carry 500× more in half the space. Three query classes impossible in any existing chess tool: - Semantic position similarity (palette distance is O(1)) - Multi-hop NARS confidence paths (truth propagation) - Human-intuition move mining (engine-dispreferred but winning) ~1400 lines of new code, ~10 days focused work. Most infrastructure already shipped (AriGraph, CausalEdge64, Cypher parser, BindSpace, PaletteSemiring). Recommended as Tier 0 substrate — every subsequent experiment (#2 style benchmark, #3 learning, #1 longitudinal) is measurably more credible with 5 billion games behind it. https://claude.ai/code/session_01SbYsmmbPf9YQuYbHZN52Zh

Addresses all 5 follow-ups from .claude/knowledge/cam-pq-unified-pipeline.md: #1 Wire register_cam_udfs in execute_with_context - CypherQuery::with_cam_codebook(codebook) builder method - execute_with_context auto-registers cam_distance + cam_heel_distance UDFs when codebook is set - One-line unblock for SQL/Cypher CAM-PQ queries #2 Migrate cam_pq_calibrate output to Lance schema - codebook_to_lance() in lance-graph/src/cam_pq/storage.rs - Converts (codebook, fingerprints) -> (vectors_batch, codebook_batch) - Arrow RecordBatches ready for Lance write; bridges bgz-tensor's raw calibration output to the canonical storage format #3 impl OrchestrationBridge for codec research (nd.* step-types) - codec_bridge.rs: CodecResearchBridge owns StepDomain::Ndarray - nd.tensors / nd.calibrate / nd.probe dispatch via codec_research - Parses args from step.reasoning as WireRequest JSON - Complements planner's lg.* bridge #4 Generic OrchestrationBridge routing endpoint - POST /v1/shader/route — accepts WireUnifiedStep JSON - Composed bridge: tries CodecResearchBridge first (nd.*), falls through to PlannerAwareness (lg.*) if DomainUnavailable - planner_bridge.rs preserved as typed convenience (rich responses) - Both patterns coexist: generic route + typed Wire DTOs #5 WireUnifiedStep + WireStepResult DTOs - Generic step envelope: {step_id, step_type, reasoning} - Generic result: {step_id, step_type, status, reasoning, confidence} - POST /v1/shader/route uses these; per-op endpoints stay for convenience with their richer typed responses All 5 follow-ups delivered in one commit. 46/46 shader-driver tests pass. lance-graph compiles clean. https://claude.ai/code/session_01SbYsmmbPf9YQuYbHZN52Zh

…UDF hard-fail Closes two critical loose ends in the PR-F1 ColumnMaskRewriter UDF wrap: Loose End #1 (security hole): masked columns leaked through WHERE / JOIN / GROUP BY / aggregate nodes because the rewriter only walked top-level Projection. `SELECT MAX(ssn) FROM users WHERE ssn = '...'` would expose unmasked SSN values via the predicate and the aggregate. Fix: replace top-level Projection match with full-tree expression rewrite. Use `LogicalPlan::map_expressions` to dispatch to every node variant (Filter, Projection, Aggregate, Join, Sort) and `Expr::transform_down` to walk every nested expression. `TreeNodeRecursion::Jump` after a Column replacement prevents infinite descent into the freshly-built mask expression (relevant for Hash mode, which wraps the column in a ScalarFunction whose argument IS the original column). Loose End #2 (silent placeholder): RedactionMode::Hash returned `lit("***REDACTED***")` — if the real hash UDF was forgotten in a follow-up, every Hash-masked column would silently render as a string placeholder with no surface signal that policy is mis-wired. Fix: replace placeholder with reference to `policy_hash_v1`, an unregistered ScalarUDFImpl whose `invoke_with_args` returns `NotImplemented("policy_hash_v1 UDF not yet registered — see PR-F1b")`. Plans build (so call sites compose), execution fails loud — loud > silent. PR-F1b will replace the body with FNV-64 / SHA-256-truncated and register the UDF in the SessionContext. Failing-test-first: - `test_where_clause_does_not_leak_unmasked_column` builds `Projection(id) → Filter(ssn = '123-45-6789') → TableScan(users)`, runs the rewriter, asserts the Filter predicate references the mask literal and not bare `users.ssn`. Failed pre-fix on commit 88c0dc8 — Filter still showed `users.ssn = Utf8("123-45-6789")`. - `test_max_ssn_aggregate_is_masked` builds `Aggregate(MAX(ssn))`, asserts MAX argument is rewritten. Failed pre-fix — MAX(users.ssn) unchanged. - `test_hash_mode_binds_not_yet_wired_udf_not_silent_placeholder` asserts `policy_hash_v1` appears and `***REDACTED***` does not. Failed pre-fix — plan emitted Utf8("***REDACTED***"). All 3 fail on the existing skeleton, all 3 pass post-fix. Total lance-graph-callcenter --features auth-rls-lite test count: 70 passed (15 policy + 55 other), 0 failed. https://claude.ai/code/session_01NYGrxVopyszZYgLBxe4hgj

…ring F1 (MySQL <-> SPO oracle parity) shipped via MedCareV2 PRs #1, #2, #3, medcare-rs PR #71, and lance-graph PR #309. The vision doc still claimed F1 was "the next concrete deliverable". Rewrite section 7 to: state F1 has shipped, describe the LanceProbe -> ParityWitness -> DriftSink flow, name the contract DTO (lance-graph-callcenter::transcode::parallelbetrieb::DriftEvent), list F1's known gaps (no latency claims; in-memory ring buffer), and state F2 RBAC+audit wiring (medcare-rs adopting RlsRewriter) as the next posture. No other sections touched.

…ITICAL fixes required) Meta-1 review surfaces 10 findings; 2 CRITICAL fixes block Round 2 opening: CRITICAL #1: Doctor.Anamnese Full predicate-write violates BMV-Ä §57 append-only → fix: empty writable_predicates, keep only "append" action CRITICAL #2: Receptionist clinical-blind fails safety (no Identity-read for allergy/triage lookup before scheduling) → fix: merge Patient permission to Detail-depth + 3 demographic writes, add Identity-read on Diagnosis + LabResult HIGH #3-#4 (defer to Round 3 gate.rs): Diagnosis finalize/retract Escalate + Patient anonymize/merge/delete Escalate (GDPR Art.17 + §35 BDSG) MEDIUM #5-#8 (backlog): Missing entities (Termin, Recall, ePA) + audit trail hook LOW #9-#10 (backlog): PKV/GKV modulation + dynamic reason strings Round 2 implications surfaced for W5/W8. Round 3 implications surfaced for W9/W12 (Escalate wrapping + §73 SGB V test). Concrete diff for W3-revision-2 included at end of file. Next commit: W3-revision-2 applies the two CRITICAL fixes.

…1 CRITICAL fix path) Meta-2 review surfaces 5 findings; 1 CRITICAL flagged for verification: CRITICAL #1: W7 hard-depends on StepDomain::MedCare which may not exist upstream → Recommended fix path: fetch lance-graph-contract/src/orchestration.rs to verify DomainProfile shape, then either confirm variant exists OR commit W7-revision-2 with inline-constructed DomainProfile fallback MEDIUM #2: MedCareStack empty struct doc-comment overclaims as "facade" → Doc-only fix; defer to next field-growth commit MEDIUM #3: Missing with_default_policies() builder → Backlog; lands when rls_registry field lands LOW #4-#5: Cross-crate test + dev-deps deferred Round 3 implications surfaced: - W9 imports list (medcare_rbac::{policy, role, access}) - W10 lib.rs gate re-export shape - W12 §73 SGB V tests must include BtM Escalate + Ueberweisung row visibility (Meta-1 carry-forward) Sprint orchestrator: verify upstream StepDomain::MedCare before committing W7-revision-2, OR apply fail-safe inline construction.

…e (sprint closure) Meta-3 final review surfaces 5 findings; ZERO CRITICAL: HIGH #1: Action operations (Operation::Act) unreachable via gate → Doc note recommended; orchestration layer is the right home for action gating HIGH #2: BtM Escalate "v1 limitation" tests use loose is_allowed() assertions → Recommend tightening to explicit assert_eq!(AccessDecision::Allow) for clearer future test-failure messages MEDIUM #3: Three name paths for Policy (rbac, gate, lib) → Backlog; doc-only canonicalization MEDIUM #4: 20-200 ns gate decision claim unbenchmarked → Backlog; criterion-based gate-bench follow-up LOW #5: TD-MEMBRANE-FIRST-VS-ANY untested → Backlog; vacuous in v1 without divergence case Sprint-wide closure: - Round 1 (medcare-rbac): 26 tests, solid, 2 CRITICAL fixes applied - Round 2 (medcare-realtime skeleton): 5 tests, 1 CRITICAL casing+HIPAA fix - Round 3 (gate impl): 33 tests, 2 HIGH documentation gaps - Total: 64 tests across 3 crates VERDICT: Ship. POLICY-1 medcare-side seam CLOSED for v1. Topology I-1/I-2/I-3/I-4 upheld. PR #29 three TD caveats honestly carried forward.

…closure 12 workers + 3 metas across 3 rounds, 4 CRITICAL fixes applied as inline revisions (W3-rev2, W4-rev2, W7-rev2). Meta-3 final verdict: SHIP. Total shipped: - medcare-rs: 14 commits, 13 files, ~1,865 LOC, 64 tests - lance-graph sprint-log: 21 commits (12 agent logs + 3 meta reviews + scaffolding + this synthesis) POLICY-1 / MEMBRANE-GATE-1 medcare-side seam: SHIPPED v1 - Mirror of smb-office-rs#29 with regulatory adaptations - Three TD caveats from PR #29 honestly carried forward - Topology I-1/I-2/I-3/I-4 invariants preserved Outstanding from Meta-3 (backlog): - HIGH #1: Action ops doc note (5 min) - HIGH #2: Tighten v1-limit assertions (10 min) - MEDIUM #3-#4: Policy name canonicalization + bench harness - LOW #5: TD-MEMBRANE-FIRST-VS-ANY test (vacuous in v1) Synthesis includes: - Findings summary (4 CRITICAL applied + 2 HIGH backlog) - Topology invariant preservation table - Upstream gaps surfaced (StepDomain verified, BMV-Ä retention, BtM Escalate) - Test posture per-crate - Recommended follow-up sprint scope (~half day) - What the cca2a pattern validated this run - Full branch state at sprint closure (commit lists for both repos) Ready for CI verification + PR to medcare-rs main.

…ck semantic-routing bugs Codex review on PR #383 surfaced three semantic-routing bugs all sharing the root cause of "v1 API path bypasses v2 mantissa / reclaim-zone semantics". Same anti-pattern as the W3 spec codex P1 from PR #381. All three fixed + paired with regression tests. P1 #1 — forward() decoded weight.inference_type() (3-bit unsigned) even under v2, so a v2 edge built with `with_inference_mantissa(-1)` (Abduction direction) would read bits 46-48 as 0b111 = Reserved7 and dispatch through the synthesis/default branch instead of Abduction. Negative mantissas (Abduction, Counterfactual) silently produced wrong NARS truth propagation. Fix: under `causal-edge-v2-layout`, decode via `InferenceType::from_mantissa(weight.inference_mantissa())` for the match arm. Result re-stamped via `with_inference_mantissa( resolved_infer.to_mantissa())` so the sign bit (49) survives pack()'s v2 mantissa write (pack() needs the v1 enum value but to_mantissa() maps it through correctly — see P2 fix below). P1 #2 — set_temporal() unconditionally wrote bits 52-63 even under v2 where those bits are plasticity[2] + W-slot + lens + spare. The v1 learn() path calls set_temporal(current_time) after every observation; that call clobbered W-slot routing state and corrupted the reclaim zone for any edge that had been stamped via with_w_slot/ with_truth/etc. Same root cause as the pack() temporal-write bug fixed in commit ab39d01 — just a different setter path that wasn't gated. Fix: feature-gate set_temporal() the same way as pack(): under v2, the call is a complete no-op (the `t: u16` arg is silently dropped with documented migration pointer to chain-position + AriGraph Triplet.timestamp). learn() transitively becomes safe under v2 since the only reclaim-zone write was the set_temporal call. P2 — pack() under v2 wrote the raw `inference as u8` discriminant into bits 46-48 (3-bit mask). With the v1 enum: - Deduction=0, Induction=1, Abduction=2, Revision=3, Synthesis=4 - pack(Abduction) → bits 46-48 = 0b010, bit 49 = 0 - inference_mantissa() reads 4 bits as i4 → +2 - from_mantissa(+2) decodes as Induction, NOT Abduction Silent semantic drift on every v2 pack() call for any non-Deduction inference type. Fix: under v2, pack() writes `inference.to_mantissa() as i4` (4 bits including sign) so the round-trip pack→inference_mantissa→ from_mantissa preserves the semantic. The v1 branch keeps the original 3-bit discriminant write for back-compat. forward()'s final re-stamp (P1 #1 fix) covers the case where the resolved InferenceType needs to be re-encoded after composition. Three regression tests added to `v2_layout_tests.rs`: - `test_forward_decodes_negative_mantissa_under_v2` — Abduction via mantissa=-1 must NOT alias Reserved7 - `test_set_temporal_no_op_under_v2` — set_temporal(1023) on an edge with w=42/truth=Fuzzy/spare=0b101 must leave the raw u64 unchanged - `test_pack_uses_mantissa_mapping_under_v2` — pack(Abduction), pack(Counterfactual), pack(Intervention) all round-trip through inference_mantissa → from_mantissa with semantic identity preserved Test status post-fix: - v2 (default): 33 pass / 1 pre-existing fail (test_build_fast) - v1 (no features): 16 pass / 1 pre-existing fail - The 3 new regression tests prevent silent re-introduction https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS

…ixes (CSI-7/8/9) The Opus honest meta-review (final of the 12+1 fleet) graded sprint-11 + Wave F at **B** (down from W-F10 Sonnet draft's B+) and surfaced 3 P0 integration gaps where worker output never reached the build path because lib.rs / workspace registration was orphaned between worker DONE and meta-review SPAWN. Fixed all three in this commit. W-Meta-Opus review (~/sprint-log-11/meta-review-opus.md, 161 lines) - Independent per-worker grades W-F1..W-F12 (W-F10 placeholders filled) - CSI-7..13 cross-cutting findings missed by Sonnet drafts - Sprint-11 grade: B (not B+) — Wave F integration discipline lapsed - Recommends promoting E-META-10 (v1-API-under-v2 alias) to iron rule in CLAUDE.md alongside I-SUBSTRATE-MARKOV / I-NOISE-FLOOR-JIRAK - Sprint-12 spawn recommendation: YES, conditional on Wave F + #386 merge P0 fix #1 — CSI-7: sigma-tier-router workspace registration - Added `crates/sigma-tier-router` to `Cargo.toml` workspace `members` - Removed the self-declared `[workspace]` table from `crates/sigma-tier-router/Cargo.toml` (it forced the crate into standalone mode, preventing parent-workspace inclusion) - Validation: `cargo test --manifest-path crates/sigma-tier-router/Cargo.toml` — 12/12 tests pass; clean cargo check P0 fix #2 — CSI-8: cognitive-shader-driver lib.rs gaps - Added `pub mod attention_mask;` and `pub mod attention_mask_actor;` at the top of the pub-mod block (alphabetically before bindspace) - W-F2 + W-F3 modules now reachable to downstream consumers; tests will execute on workspace cargo test P0 fix #3 — CSI-9: ndarray hpc/stream/mod.rs (cross-repo, this commit prepares ndarray for the companion change) - Edited `/home/user/ndarray/src/hpc/stream/mod.rs` to register `pub mod qualia;` + `pub mod splat_field;` alongside the existing `pub mod inference;` (W-F5 had registered itself; W-F4/W-F6 left orphans) - Re-exports: `QualiaI4Row`, `QualiaStream`, `SplatField`, `SplatFieldStream` - Validation: `cargo test --lib hpc::stream` in ndarray — **18/18 pass** (6 each × 3 streams) - The ndarray-side change requires a separate commit + push to the `/home/user/ndarray` repo (its own git history); main thread will land that as a sibling PR Aggregate Wave F test totals (verified via Opus review) - Rust impl workers (W-F1/2/3/4/5/6/7): 60 tests across 7 files - Governance/doc workers (W-F8/9/10/11/12): 5 markdown files, ~1500 LOC docs - Opus meta-review: 161 lines - Total Wave F LOC: ~5000 (code + docs + plans) Remaining gaps (per Opus review, NOT P0 but tracked) - W-F2's local `type MailboxId = u32` shadow alias (CSI-10) → keep for back-compat; sprint-12 refactor consolidates - E-META-10 promotion to iron rule → sprint-12 work - ndarray companion PR for CSI-9 → sibling commit https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS

…tionMaskSoA + canonical MailboxId import Codex P2 review on PR #388 flagged that `AttentionMaskActor` is public but `AttentionMaskSoA` (the only production backend in the crate) doesn't implement `AttentionMaskBackend`. Downstream consumers can't add the impl themselves because they own neither the trait nor the SoA (Rust orphan rules), so `AttentionMaskActor::new(AttentionMaskSoA::new(...))` would force them to wrap in a local newtype. Fix #1 — production-backend impl in attention_mask_actor.rs Added `impl AttentionMaskBackend for crate::attention_mask::AttentionMaskSoA` with the four trait methods delegating to the existing inherent methods on AttentionMaskSoA. Now downstream consumers can wire the two directly: `AttentionMaskActor::new(AttentionMaskSoA::new(4))` works out of the box. Fix #2 — collapses CSI-10 from the W-Meta-Opus honest review The W-F2 worker had defined a local `pub type MailboxId = u32` in attention_mask.rs (Opus CSI-10 entry: "W-F2 used local MailboxId shadow alias"). Switched to `pub use lance_graph_contract::collapse_gate::MailboxId;` — same underlying u32 so all method signatures stay compatible, but now both attention_mask.rs and attention_mask_actor.rs reference the SAME canonical type and the trait impl in fix #1 can be added without type-mismatch concerns. Test status: 14/14 attention_mask + attention_mask_actor tests pass. Clean compile (modulo 2 pre-existing unused_mut warnings unrelated to this change). Branch rebased on main (post PR #385 merge) to pick up the ndarray hpc-extras feature flag that W-C1 added; this resolves the blake3 unresolved-crate compile failure that hit cognitive-shader-driver prior to rebase. https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS

Wave-5 worker W-INT-1. New excluded crate at `crates/four-repo-demo/` that demonstrates three of the four glue surfaces working together: * `cognitive-shader-actor::CognitiveShaderActor` wrapping a real `SupervisableShader` (`SumShader`) — running-sum state via `Arc<Mutex<i64>>`, payload is `arrow_array::RecordBatch`. * `lance-graph-contract::actor::SupervisableShader` trait consumed end-to-end (impl is real, not stub). * `lance-graph-contract::ir::{Operator, OperatorTree, EngineHint, Cardinality}` — builds a 3-node tree (RangeScan → Filter → CognitiveApply) and computes total estimated cardinality. The example at `examples/run_demo.rs`: 1. Spawns CognitiveShaderActor<SumShader> via ractor 0.15.13 2. Sends two ShaderMessage::Apply with single-row Int64 batches (5, 7) 3. Sends ShaderMessage::Drain 4. Prints the running sum (12) + the operator tree + cardinality estimate Test results (cargo test --manifest-path crates/four-repo-demo/Cargo.toml): * sum_shader_actor_running_sum ... ok * operator_tree_has_three_nodes ... ok * operator_tree_shape_correct ... ok * operator_tree_total_cardinality ... ok * 2 doc-tests pass * All 6/6 tests pass NOT demonstrated (and why, in the crate's lib.rs and README): * Glue #1 surrealdb-ractor — needs a live SurrealDB * Glue #2 lance-graph-tikv-provider — needs a TiKV cluster * Glue #3 sea-orm-ractor — needs running Postgres + the derive Workspace: added to `exclude` (heavy tokio + ractor + arrow deps). .gitignore: `/crates/four-repo-demo/target/` to keep build artefacts out of git. Worker: W-INT-1. Wave-5 of the four-repo integration.

AdaWorldAPI merged commit a7a94d4 into main Mar 3, 2026

This was referenced Apr 20, 2026

feat: integration follow-ups 1-5 — unified orchestration pipeline #222

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feat(contract): Vsa16kF32 switchboard carrier + 16K algebra #253

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feat(shader-driver): migrate FingerprintColumns.cycle to Vsa16kF32 carrier (PR B) #256

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AdaWorldAPI mentioned this pull request Apr 30, 2026

feat(transcode): r2 fixes — typed Arrow + codec_route + partial writes + CachedOntology + route validation #310

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This was referenced Apr 30, 2026

docs(vision): mark F1 shipped, restate next deliverable as F2 RBAC wiring #311

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[spine] Promote TripletGraph + AriGraph tissue to contract surface; add Spine trait #331

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This was referenced May 7, 2026

feat(sigker): cubature framework + corrected Goursat-PDE solver #350

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chore(toolchain): bump lance-graph to Rust 1.95.0 + clippy/fmt sweep #367

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This was referenced May 16, 2026

fix(sprint-12/wave-F): codex P2 — AttentionMaskBackend impl for Atten… #394

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docs(knowledge+board): SIMD alien-magic capture — E-SIMD-SWEEP-1 + 13 TD entries + wave plan #400

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feat: bump arrow 57, datafusion 51, lance 2#1

feat: bump arrow 57, datafusion 51, lance 2#1
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