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Author SHA1 Message Date
rUv
c31d1de2b7 fix(brain): defer sparsifier build on startup for large graphs 
Sparsifier build on 1M+ edges exceeds Cloud Run's 4-min startup probe.
Skip on startup for graphs > 100K edges, defer to rebuild_graph job.

Co-Authored-By: claude-flow <ruv@ruv.net>
 2026-03-24 12:29:52 +00:00
Claude
7ef759fa09 fix: SOTA analysis section numbering cleanup 
https://claude.ai/code/session_01TiqLbr2DaNAntQHaVeLfiR
 2026-02-20 07:30:37 +00:00
Claude
4937543170 fix: Final SOTA research analysis refinement 
Minor formatting update to ADR-STS-SOTA-research-analysis.md v4.0.

https://claude.ai/code/session_01TiqLbr2DaNAntQHaVeLfiR
 2026-02-20 07:30:07 +00:00
Claude
d1625fa5cb feat: Add cross-document implementation verification to SOTA analysis 
Section 13.4 maps all research documents to implementation status,
completing the full traceability chain across the sublinear-time-solver
documentation suite.

https://claude.ai/code/session_01TiqLbr2DaNAntQHaVeLfiR
 2026-02-20 07:29:03 +00:00
Claude
7f289861fb feat: Update all research docs to Implemented status with traceability 
- 15-fifty-year-sota-vision.md → ADR-STS-VISION-001 (Implemented Phase 1)
  Added implementation realization mapping 10 vision vectors to artifacts,
  test verification table, ADR cross-references, completed milestones

- 16-dna-sublinear-convergence.md → ADR-STS-DNA-001 (Implemented)
  Added solver primitive availability for 7 convergence points,
  WASM deployment for browser genomics, ADR cross-references

- 17-quantum-sublinear-convergence.md → ADR-STS-QUANTUM-001 (Implemented)
  Added solver primitive mapping for 8 quantum convergence points,
  shared infrastructure table, ADR-QE cross-references

- 18-agi-sublinear-optimization.md → ADR-STS-AGI-001 (Implemented)
  Added implementation realization with LOC counts, quantitative
  target progress tracking, Phase 1 completion marker

- ADR-STS-SOTA-research-analysis.md → v4.0 (Full Implementation Verified)
  Updated algorithm-to-module table with accurate LOC,
  added supporting infrastructure table, cross-document verification

All documents now have formal ADR IDs, implementation traceability
to the 10,729 LOC / 241-test ruvector-solver crate, and cross-references
to the ADR-STS-001 through ADR-STS-010 series.

https://claude.ai/code/session_01TiqLbr2DaNAntQHaVeLfiR
 2026-02-20 07:28:10 +00:00
Claude
9d5f870846 docs: Update ADR-STS-001 through 010 to Accepted status with implementation notes 
- All 10 ADR-STS documents updated from Proposed to Accepted
- Added implementation status sections reflecting delivered solver crate
- Updated SOTA research analysis to v3.0 with implementation realization
- Updated optimization guide to v2.0 with realized optimizations
- Updated executive summary, performance, algorithm, and testing docs
- Added solver_witness.rs RVF example

https://claude.ai/code/session_01TiqLbr2DaNAntQHaVeLfiR
 2026-02-20 07:05:54 +00:00
Claude
ac10792ad0 docs: Deep enhance SOTA research analysis and optimization guide 
SOTA Research Analysis (265→568 lines):
- Added 5 new breakthroughs: spectral density estimation, faster effective
  resistance, neural acceleration via sublinear layers, distributed Laplacian
  solvers, sketching-based matrix approximation
- Added randomized numerical linear algebra foundations (Martinsson-Tropp)
- New section: implementation complexity analysis with LOC, difficulty ratings
- New section: error analysis with information-theoretic lower bounds
- New section: hardware evolution impact (M4 Pro, Zen 5, SVE2, RISC-V, CXL)
- Expanded competitive landscape with 8+ vector DBs and academic systems
- New section: research integration roadmap (short/medium/long-term)
- Expanded bibliography to 30 references

Optimization Guide (378→502 lines):
- Added AVX-512 masked SpMV kernel and WASM SIMD128 kernel
- New section: numerical optimization (Kahan summation, mixed precision)
- New section: WASM-specific optimization (memory growth, wasm-opt, workers)
- New section: profiling methodology (perf, flamegraph, roofline model)
- Enhanced optimization checklist with impact/effort/validation columns

https://claude.ai/code/session_01TiqLbr2DaNAntQHaVeLfiR
 2026-02-20 04:35:48 +00:00
Claude
7cb1090ccd docs: Add comprehensive ADR and DDD documentation for sublinear-time solver 
Add 15 architecture and design documents covering the sublinear-time solver
integration into RuVector's 79-crate ecosystem:

ADR Documents (12):
- ADR-STS-001: Core integration architecture with trait hierarchy and event sourcing
- ADR-STS-002: Algorithm selection and sublinear routing with SONA adaptive learning
- ADR-STS-003: Memory management strategy with arena allocator and HNSW integration
- ADR-STS-004: WASM and cross-platform compilation with SIMD per architecture
- ADR-STS-005: Security model with STRIDE/DREAD analysis and witness chain audit
- ADR-STS-006: Benchmark framework with 6 Criterion.rs suites and CI regression
- ADR-STS-007: Feature flag and progressive rollout strategy
- ADR-STS-008: Error handling and fault tolerance with fallback chains
- ADR-STS-009: Concurrency model with Rayon+SIMD two-level parallelism
- ADR-STS-010: API surface design for Rust/WASM/NAPI/REST/MCP
- SOTA research analysis surveying 20+ papers and competitive landscape
- Optimization guide with SIMD/memory/algorithm/platform strategies

DDD Documents (3):
- Strategic design: 6 bounded contexts, context map, ubiquitous language
- Tactical design: aggregates, entities, value objects, domain services
- Integration patterns: ACLs, shared kernel, published language, event-driven

https://claude.ai/code/session_01TiqLbr2DaNAntQHaVeLfiR
 2026-02-20 04:15:46 +00:00