Carry JSON instructions into follow-up prompts for json_object providers

Manage what your agents have learned with full CRUD

AgentOS now exposes create, read, update, and delete endpoints for learnings, giving you direct control over what an agent has learned instead of treating that store as write-only.

Run Gemini safely under concurrent load

Gemini no longer does a per-response cleanup that could race when multiple responses were in flight at once.

Keep one failed MCP server from taking down the rest

MultiMCP now handles connection failures cleanly (v2.6.13), so a single server that fails to connect no longer disrupts the others.