Antaris Analytics / roadmap

Roadmap

antaris-suite version history and future direction. Where we are and where we're headed.

Current: antaris-suite v4.2.0
✅ ReleasedShipped
◉ CurrentLatest stable
🔜 NextIn development
📋 PlannedOn the roadmap
🎯 MilestoneMajor milestone
Version Status Key Features
v4.0.0 ✅ Released
  • Platform foundation, full package realignment
  • MCP readiness across all 5 core modules
  • OpenClaw native plugin support
  • Unified pip install antaris-suite workflow
  • Zero external dependencies baseline
v4.1.0 ✅ Released
  • All packages aligned at 4.1.x, consistent versioning
  • 56/56 QA scenarios passing
  • Router and guard stability improvements
  • Pipeline lifecycle hook refinements
v4.2.0 ◉ Current
  • Memory export/import, versioned JSON with merge & deduplication
  • GCS backend stub, Google Cloud Storage interface defined
  • Hard budget enforcement, render_hard_limited() with ContextBudgetExceeded
  • Pipeline telemetry, per-stage timing, cost tracking, real-time callbacks
v4.3 🔜 Next
  • Self-improving router, learns from outcome quality, not just cost
  • Adaptive model selection based on task complexity scoring
  • Decay tuning, configurable memory half-life curves
  • MemorySystem.stats(), health metrics & diagnostics
  • Guard mode expansion, custom rule profiles
v4.4 📋 Planned
  • Web crawlers for automatic knowledge ingestion
  • Structured data adapters (CSV, JSON, SQL)
  • Incremental sync, only ingest what's changed
v4.5 📋 Planned
  • Graph intelligence layer, entity relationships & knowledge graph
  • Automatic entity extraction from conversations
  • Relationship-aware search, "who worked on X with Y?"
  • Graph visualization API for debugging & inspection
v4.6 📋 Planned
  • Team memory, shared memory across multiple agents
  • Per-agent memory scoping with shared knowledge pools
  • Conflict resolution for concurrent writes
  • Role-based access control on memory segments
v4.7 📋 Planned
  • Scale & performance, large corpus optimization
  • HNSW indexing for sub-millisecond search at 100K+ entries
  • Streaming ingest pipeline, process data as it arrives
  • Memory tiering, hot/warm/cold with automatic promotion
  • GCS backend full implementation
v4.8 📋 Planned
  • Enterprise guard, compliance & governance toolkit
  • PII detection & automatic redaction
  • Audit logging with tamper-proof trails
  • Custom policy engine, define rules in YAML/JSON
  • SOC 2 / HIPAA alignment documentation
v4.9 📋 Planned
  • Advanced semantic search, next-generation retrieval beyond BM25
  • Domain-aware embeddings, tuned for agent conversations, not Wikipedia
  • Zero-API architecture, no embedding service required
  • Privacy-first design, all processing stays local
v5.0 🎯 Milestone
  • Full platform convergence
  • Plugin marketplace & SDK, build and share extensions
  • Unified agent infrastructure across all deployment targets
  • Enterprise-grade security, compliance, & multi-tenancy
  • Production-ready cloud deployment (GKE, GCS, Cloud Run)