Approve every agent action and you'll rubber-stamp the one that matters. Approve none and you're the bottleneck. The real line isn't risky-vs-safe — it's whether it changes state.
'Approve All' Is How Your Agent Ships the Dangerous One
Approve every agent action and you'll rubber-stamp the one that matters. Approve none and you're the bottleneck. The real line isn't risky-vs-safe — it's whether it changes state.
A practical look at building private legal document chat with local LLMs and mechanically verified citations.
The dream is one agent that spawns a team. The failure mode is one agent that spawns agents that spawn agents. Spawning has to be a privilege — capped by depth, breadth, and role.
MoFlo gives Claude Code a memory, learned model routing, and repeatable workflows — local-first, no API keys, one npm install.