# Embeddenator Version Roadmap
## Current State: v1.0.0 (2026-01-02)
### Completed Features
- ✅ Core VSA implementation with sparse ternary vectors
- ✅ EmbrFS holographic filesystem with 100% bit-perfect reconstruction
- ✅ CLI toolchain (ingest, extract, query, query-text, bundle-hier)
- ✅ Hierarchical selective unfolding with store-backed retrieval
- ✅ Deterministic artifact generation with optional node sharding
- ✅ Multi-input ingest with automatic namespacing
- ✅ Comprehensive test suite (unit, integration, E2E, property-based)
- ✅ Zero clippy warnings
- ✅ Multi-architecture Docker support (amd64/arm64)
- ✅ Correction store for guaranteed reconstruction
- ✅ Resonator networks for pattern completion
### Progress to 1.0.0
**Current Version: 1.0.0** (100% complete - Ready for release!)
**Completed for 1.0.0:**
#### P0: Critical Path ✅ COMPLETE
- ✅ **Performance benchmarks** (TASK-006)
- Hierarchical scaling benchmarks (10MB in 6.18ms, linear O(n))
- Query performance benchmarks (O(log n) hierarchical advantage)
- SIMD infrastructure validation
- Throughput documentation updated
- ✅ **Production stability**
- Comprehensive error handling audit (QA_AUDIT_1.0.0_READINESS.md)
- Critical unwrap fixes in production code
- RwLock safety improvements
- Error recovery test suite (19 tests)
- Memory safety validation
- Edge case coverage (unicode, deep hierarchies, large files)
#### P1: High Priority ✅ COMPLETE
- ✅ **Incremental update support** (TASK-007)
- Add/remove/modify files without full re-ingestion
- Hybrid VSA bundle + soft-delete approach
- Periodic compaction support
- CLI update subcommands
- 18 comprehensive tests
- ✅ **SIMD optimization** (TASK-009)
- AVX2 (x86_64) and NEON (aarch64) implementations
- Feature-gated with scalar fallback
- Stable Rust (no nightly required)
- 16 dedicated tests
- Accuracy within 1e-10 of scalar
- ✅ **Expanded property-based testing** (TASK-010)
- 28 property tests covering VSA algebraic properties
- 23,000+ property checks
- Bundling, binding, permutation properties validated
- Sparsity and stress testing
- Documented limitations for production use
#### P0: Deferred (Infrastructure-dependent)
- ⏸️ **ARM64 CI validation** (TASK-004, TASK-005)
- Blocked by infrastructure availability
- ARM64 code ready and tested locally
- Will be enabled when self-hosted runners available
- Not blocking 1.0.0 release (non-critical path)
#### P2: Nice-to-Have (Post-1.0.0)
- [ ] **Compression options** (TASK-008)
- Optional zstd/lz4 compression
- Backward compatibility
- Est: 1-2 days
- [ ] **GPU runner support** (TASK-CI-001 extension)
- VSA acceleration research
- Est: 5-7 days
- [ ] **FUSE mount production hardening**
- Stability improvements
- Performance optimization
- Est: 3-5 days
### Version Milestones
#### v1.0.0 (Released: January 2, 2026) ✅
- All P0 and P1 tasks completed
- Incremental update support
- SIMD optimizations (AVX2/NEON)
- Performance benchmarks validated
- Production stability audit complete
- Comprehensive property-based testing
- Full documentation and 14 ADRs
- 231 tests (100% passing)
- Zero critical bugs
- API stability guarantee
#### v1.1.0 (Planned: Q1 2026)
- ARM64 CI fully operational (when infrastructure available)
- GPU acceleration research
- Additional performance optimizations
#### v1.2.0 (Planned: Q2 2026)
- Optional compression (zstd/lz4)
- FUSE mount production hardening
- Enhanced monitoring and observability
### Feature Comparison
| Core VSA | ✅ | ✅ | ✅ | ✅ |
| Basic ingest/extract | ✅ | ✅ | ✅ | ✅ |
| Query/similarity | ✅ | ✅ | ✅ | ✅ |
| Test coverage | Basic | Good | Comprehensive | Complete |
| Hierarchical encoding | ❌ | Partial | ✅ | ✅ |
| Deterministic artifacts | ❌ | ❌ | ✅ | ✅ |
| Multi-input ingest | ❌ | ❌ | ✅ | ✅ |
| Node sharding caps | ❌ | ❌ | ✅ | ✅ |
| ARM64 CI | ❌ | Ready | Ready | ⏸️ Deferred |
| Performance benchmarks | ❌ | ❌ | ❌ | ✅ |
| Incremental updates | ❌ | ❌ | ❌ | ✅ |
| SIMD optimization | ❌ | ❌ | ❌ | ✅ |
| Property testing | Basic | Good | Comprehensive | ✅ Complete |
| Production stability | ❌ | ❌ | ❌ | ✅ |
| Error recovery | ❌ | ❌ | Partial | ✅ |
| GPU support | ❌ | ❌ | ❌ | Planned |
| Compression | ❌ | ❌ | ❌ | Planned |
### Breaking Changes Policy
- **Pre-1.0.0**: Minor versions (0.x.0) may include breaking API changes
- **Post-1.0.0**: Semantic versioning strictly followed
- Major version for breaking changes
- Minor version for backward-compatible features
- Patch version for bug fixes
### Ownership and Copyright
**Author:** Tyler Zervas <tz-dev@vectorweight.com>
**Copyright:** (c) 2025-2026 Tyler Zervas
**License:** MIT
**Repository:** https://github.com/tzervas/embeddenator
All code, documentation, and project artifacts are owned by Tyler Zervas.