Sourcegraph argues that incident runbooks, already slow to keep up with code, fall further behind as AI-assisted development speeds up shipping. A former site reliability engineer describes using Code Search, Deep Search and MCP to base incident response on the current code instead.
Vercel has added MiniMax's open-weight multimodal model M3.1 Flash to its AI Gateway, free of charge until October 22 when MiniMax itself serves the request. The model targets coding and agent work, offers a 1M-token context window, and MiniMax says it improves on earlier versions in agentic tasks, coding and cybersecurity.
The new OpenClaw release makes its update command finish and recover on its own across devices, file systems and platforms, instead of leaving a broken install. Interrupted turns, subagent work and deferred tasks now resume after a Gateway restart, so conversations are no longer lost.
Zapier compares Claude Code with OpenCode, the open-source coding agent that lets users plug in any model. The piece weighs usage limits and cost against flexibility for developers choosing between the two.
Web infrastructure company TinyFish is making its search offering free. The article breaks down the two bills an AI agent faces when it reads the web: the per-request fee charged by search or fetch APIs, and the token cost of feeding page content into a model, plus reasoning and generated answers.
Version 11.0.9.565 of the NVIDIA App adds an option that allows AI agents to control the software, and it is switched on by default. Users who have no use for agents on their machines can turn it off.