Changelog & Roadmap

What we've built and what's coming next.

Roadmap

🟢 Now (Building)

  • • Slack integration (Bot API + Events API + OAuth)
  • • Multi-tenant workspace isolation
  • • English language support for profiler
  • • Admin dashboard MVP
  • • Billing (Stripe)

🔵 Next (Q2 2026)

  • • Discord integration
  • • Expertise map visualization
  • • Bus factor alerts
  • • GitHub + Jira MCP integrations
  • • API (headless mode)
  • • Meeting transcript ingestion (Circleback/Fireflies)

🟣 Later (H2 2026)

  • • Microsoft Teams integration
  • • SSO (SAML/OIDC)
  • • SOC 2 Type II certification
  • • Team Health Signals (aggregate analytics)
  • • Email integration (Outlook/Gmail)
  • • Cross-platform unified People Graph

Changelog

March 2026

v0.9 — AI Engine Complete

  • • Memory Manager 2.0 with 4-tier hierarchy and temporal decay
  • • Response Engine 2.0 with personality stack and drift detection
  • • Smart Trigger 2.0 (Arbiter Agent) with per-user budgets
  • • Chain-of-Verification anti-hallucination pipeline
  • • Self-improving Quality Judge with MetaPrompt feedback loop
  • • Production reliability fixes (5 bugs from log analysis)

February 2026

v0.8 — GraphRAG & Personality

  • • Neo4j GraphRAG with fact versioning and contradiction detection
  • • 6-dimension personality profiler
  • • Dual-LLM architecture (Gemini + Claude fallback)
  • • Context-aware thread detection