This will never hit a production enterprise system without some form of hooks/callbacks in place to instill governance.
Obviously much harder with UI vs agent events similar to the below.
Obviously much harder with UI vs agent events similar to the below.
knowing how many times Claude Code breezed through a hook call and threw it away after actually computing the hook for an answer and then proceeding to not integrate the hook results ; I think the concept of 'governance' is laughable.
LLMs are so much further from determinism/governance than people seem to realize.
I've even seen earlier CC breeze through a hook that ends with a halting test failure and "DO NOT PROCEED" verbage. The only hook that is guaranteed to work on call is a big theoretical dangerous claude-killing hook.
Do you think callbacks are how this gets done?
But my bet - we will not deploy a single agent into any real environment without deterministic guarantees. Hooks are a means...
Browserbase with hooks would be really powerful, governance beyond RBAC (but of course enabling relevant guardrailing as well - "does agent have permission to access this sharepoint right now, within this context, to conduct action x?").
I would love to meet with you actually, my shop cares intimately about agent verification and governance. Soon to release the tool I originally designed for claude code hooks.