🔥 Tried Claude for a week… and didn’t expect THIS
I’ve used almost every AI tool out there — but Claude genuinely surprised me.
It doesn’t just answer… it actually thinks with you.
🧠 The biggest difference?
It feels calm, structured, and less “hallucination-prone” when handling complex tasks.
I tested it on:
Long documents → handled effortlessly
Coding → clean, readable, and logical output
Content writing → surprisingly human tone
And honestly… it shines most when the task gets harder.
⚡ Where it wins:
⚠️ Where it still needs work:
💡 Hot take:
Claude isn’t trying to be the fastest AI… it’s trying to be the smartest — and that shows.
If you’re building, researching, or creating seriously — this is worth trying.
Curious…
👉 What’s ONE task where Claude outperformed other AIs for you?
Claude’s latest “Аuto Мode” might be the smartest update yet by @Claude by Anthropic.
It bridges the gap between AI thinking and action by letting Claude handle file writes, commands, and workflows on your computer. With permission and without constant approvals. Safe actions run automatically, risky ones get blocked and handled differently.
Set it once, let Claude manage repetitive tasks, scripts, or reports, and free your attention for higher-level work. Perfect for devs, operators, and founders who want AI to actually do, not just suggest.
Available on Team plan now; Enterprise and API coming soon.
Tobira.ai
@byalexai This is huge! Finally no more constant "Yes" clicks.
Super curious, does Auto Mode eat a ton of extra tokens, or is it pretty efficient?
BrandingStudio.ai
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
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?
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.
I use Auto mode since it came out and it is great.
Triforce Todos
This sounds amazing, finally an AI that actually does things instead of just talking about them