v2026.03.20

What's New

RLM (Recursive Language Models)

• Phase 1: Recursive sub-cognition — agent spawns deeper thinking loops for complex problems
• Phase 2: ContextStore for persistent sub-cognition state across turns

Session Hardening

• Context compression — LLM-based mid-conversation summarization prevents context overflow
• Memory injection scanning — blocks prompt injection via poisoned memories/knowledge
• Skill capture nudge — wires up existing nudge infrastructure for skill creation prompts
• User modeling — builds evolving user profiles (role, expertise, preferences) from conversation observation, injected into system prompt as <user_context>

Security Hardening

• RBAC on gateway commands (owner-only for config, vault, identity)
• Session LRU eviction when max_sessions exceeded
• HMAC fingerprint verification on session resume

Settings UI

• Full editable Settings panel: API keys, identity toggles, provider config
• Model selection dropdown from config.yaml routing
• Provider toggle with save feedback and error handling

Payments & Prospecting

• Payment request tool for Solana wallet
• Prospecting tools for outreach automation
• Planner BUILD enforcement + swarm skill injection

Other

• Search.sh web search integration + vault CLI key-value mode
• Dashboard: Ctrl+Y copy-to-clipboard, event feed compacted to 5 rows
• Planner spawn discipline + smarter build-vs-swarm decision

Fixes

• Browser window size now matches viewport config
• Chat hanging resolved (timeouts on auto-retrieve, embedder re-init)
• Cloud deployment fixes (WebSocket URL, health check, host binding)
• Provider routing fallback to default model
• Settings responses no longer leak into chat