Roadmap

How Chalie is evolving.

Chalie is evolving in clear, deliberate phases — from cognitive core to full real-world embodiment.

✓ Done

Cognitive Core

  • • Local-first architecture (PostgreSQL + Redis, Docker-composed, zero telemetry)
  • • 5-layer memory hierarchy with decay engine and ACT-R episodic retrieval
  • • Deterministic mode router (~5ms) with self-tuning stability regulator
  • • Tool orchestration — sandboxed Docker containers, OAuth, manifest-driven discovery
  • • ACT loop with critic service, persistent tasks with plan decomposition into step DAGs
  • • Cognitive drift engine — idle-time thinking with 7 autonomous action types
  • • 4-provider LLM support (Ollama, Anthropic, OpenAI, Gemini) with per-job assignment and hot-reload
  • • Observability dashboard (routing, memory, tools, identity, tasks, autobiography, traits)
  • • Knowledge graph wired into every conversation via concept injection
  • • Conversational belief correction — fix wrong beliefs naturally in chat
  • • Unified activity feed — see what Chalie did autonomously while you were away
  • • Full data export and complete deletion — real data sovereignty
◉ Now

Trust & Embodiment

  • • Multi-tier authorization model — auto / ask / require per action type and spend threshold
  • • Email tool (IMAP/SMTP) with autonomous inbox triage pipeline
  • • Native calendar integration with conflict detection and context awareness
  • • Mobile-friendly interface & frictionless onboarding
→ Next

Deep Intelligence

  • • Consequence reasoning — pre-action impact assessment beyond "did it work?"
  • • Social graph modeling — contact relationships influencing communication style and urgency
  • • Temporal pattern mining from behavioral data and circadian patterns
  • • Structured goal tracking — machine-readable goals with progress milestones
  • • Multi-device synchronisation & secure remote access
✦ Horizon

Full Embodiment

  • • Telephony — respond to phone calls in the user's identity
  • • Commerce framework — product search, price comparison, purchase authorisation, order tracking
  • • Financial awareness — budgets, spend authorisation tiers, cost-benefit reasoning
  • • Inventory management — quantity-aware item tracking with categories, expiry, and replenishment