Auto Mode by Claude Code

Let Claude make permission decisions on your behalf

Productivity

Developer Tools

Artificial Intelligence

Looking forward to trying this soon, once it rolls out publicly. I think this will be a huge time saver / quality of life improvement. Most of the approval decisions that Claude asks for right now are trivial (variations of "find" and "grep" commands, etc.). But while Claude is busy working, I often context switch away to some other work, and I constantly have to go back and forth just to see if Claude is stuck waiting for an approval. This feature should take care of the vast majority of these.

I am still trying to compare between the latest auto mode by claude and openclaw. Any advice or learnings so far?

What happens when the classifier isn't confident? Does it block and ask, or does it default to one side? The "handled differently" phrasing in the description is a bit vague for something that could have real consequences if it gets it wrong.

been using claude heavily for building and the jump to computer use is interesting how does it handles ambiguous instructions where the right next click isnt obvious.

Sounds great. Curious how the classifier works. Happy to spend tokens doing the classification, but how safe is it?

Phenomenal launch, Anthropic team! 🚀

We've been auditing Claude Code and the new 'Auto Mode' architecture. The standout feature is the Guardian Classifier—it’s the most elegant solution we’ve seen to the 'permission fatigue' problem, allowing for true delegation without sacrificing system security.

For developers curious about the 'Project Scope' guardrails or how this fits into the 2026 agentic landscape, we've published our full technical audit here:

👉 Article Link

The 'Coffee Break Test' is officially passed! Looking forward to seeing how this evolves.

The classifier basically automates what I already do most cases are obviously safe and get approved without much thought. That’s helpful, but the real challenge is the small percentage where things get weird and need context. Not sure if it handles those well or just falls back to a generic “blocked.

This sounds amazing, finally an AI that actually does things instead of just talking about them

The permission classifier framing is interesting. It's essentially teaching the model to internalize your risk tolerance rather than defaulting to ask. I'm curious how it handles drift over time - if your codebase or usage patterns change, does the classifier retrain, or is it more of a snapshot of your initial preferences?

Umair is right on, the 90% rubber stamping was never the real friction, it was just the visible friction. The actual problem is the 10% where you need to understand what Claude is trying to do and why before you can make a good call. If the classifier just blocks those with a generic message and no context, you've traded one interruption for a worse one.

What I'd want from auto mode is not just safe/blocked but a third state: "proceeding but flagging this for your review." Something that lets the session continue without stopping but surfaces the decision for you to audit after. That way you're not context-switching mid-flow but you're also not flying completely blind on the edge cases.

Use Claude Code daily and the constant approvals do break the flow, especially on long agentic sessions. The right trust model here isn't yes/no per action, it's more like a pilot and autopilot relationship. Autopilot handles the cruise, the pilot takes over when conditions get genuinely tricky. Curious how the classifier is trained and whether it improves over time on the user's specific codebase patterns.

the classifier is doing the same thing i already do mentally when i hit yes/no on approvals. 90% of the time its obviously safe and im just rubber stamping it. nice that they automated the rubber stamp but the real problem was never the safe actions, its the 10% where claude wants to do something genuinely weird and you need context to judge it. curious if the classifier catches those or just lets them through with a generic "blocked" message