coding agents
Can a Local Coding Model Run an Agent? Test Tools, Patches, and Safety
09/19/2026
Use a disposable repository to test a self-hosted coding model's API, tool calls, patch quality, refusal boundaries, and rollback before giving it real code.
Local LLMs in the Codex App: OpenCodex Setup and Privacy Limits
09/19/2026
Compare the native Codex CLI local-model path with OpenCodex's third-party proxy for the desktop app. Verify actual routing, hosted sidecars and recovery before treating a local model as a private workflow.
From Homelab Chatbot to a Private AI Operations Platform
09/03/2026
Extend a local chatbot with document retrieval, bounded tools, monitoring, and backups only after defining permissions, ownership, failure behavior, and recovery; begin with read-only assistance.