OpenCrabs 2026 is a self-hosted AI agent focused on reliability. The latest updates improve Telegram edit handling, tool-call parsing for Xiaomi MiMo, and Linux restart behavior.
Secure AI tool calling with SecretRef helps agents use tools without exposing secrets. Learn the build pattern, redaction rules, and tests to verify safety.
Self-improving autonomous AI agents get reliable by handling real failures. This guide explains Open Crabs reliability fixes and how to test your own loops.
Skill docs from simple runs help agents store what worked into reusable Skill.md files. Learn how /learn ideas and compliance checks can make agents more consistent.
MAS SAFR checkpoints for AI agents in finance focus on real-time governance before payment actions execute. Learn what checkpoints validate, how to enforce policy, and what to log for evidence.
OpenCrabs Xiaomi MiMo keyless autonomy focuses on reliability: defaults for keyless setup, better tool parsing, safer restarts, and cleaner Telegram behavior for agent actions.
The OpenCrabs Xiaomi MiMo Collab runs June 12 to June 26 and gives OpenCrabs users free MiMo tokens. No API key and no card.
From June 12-26, OpenCrabs Xiaomi MiMo collab gives users free tokens with zero friction. No API key or credit card required.
OpenCrabs Xiaomi MiMo Collab gives OpenCrabs users free tokens for Xiaomi MiMo models from June 12 to June 26. No API key, no credit card, just install and run.
The OpenCrabs Xiaomi MiMo collaboration offers developers a free 2‑week trial of Xiaomi’s MiMo‑v2.5‑Pro. Enjoy unlimited tokens, no API key, and a 1‑million‑token context window.