AI圈报教程 / 实战普通
How to Review AI-Generated Pull Requests: A Checklist Before You Merge
内容摘要
A pull request can look perfect. Clean names, tidy functions, a green CI check. And half of the new...
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教程 / 实战普通
title: CouchPilot: Autonomous Repository Housekeeping with Guaranteed AST Equivalence
Autonomous repository housekeeping workbench that scans Python codebases with tree-sitter, generates docstrings with Gemma, and guarantees zero logic regressions with AST equivalence gates.
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教程 / 实战普通
Penmentor - Claude marks up your handwritten math like a teacher
A maths mentor at the tip of your pen. Press a key while you work by hand: Claude, Gemini or GPT...
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I Taught a Sloth to Write Its Own Chores (Then Put It in a Cage)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
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教程 / 实战普通
Your AI Agent Can Run `rm -rf /`. Put It in a Sandbox.
Docker Sandboxes run Claude Code and Codex inside a microVM with its own kernel and Docker daemon: the trust boundary, the 10-minute setup, and the modes people miss.
信息来源：DEV Community · Claude
教程 / 实战普通
🦥 Slow & Steady: What If Technology Could Give Us More Time to Do Nothing?
Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady 🦥 What if the smartest thing...
信息来源：DEV Community
教程 / 实战普通
SlothDigest: The Zero-Effort Local RSS & Newsletter
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源：DEV Community
教程 / 实战普通
I Stopped Asking AI to Split the Bill: SettleSloth Extracts Group-Chat Expenses with Gemma 4, and Deterministic Code Audits Every Rupee
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源：DEV Community
教程 / 实战普通
Claude can write the proof. You still have to choose the theorem.
A bounds check can look completely reasonable and still accept a payload larger than its buffer. Here...
信息来源：DEV Community · Claude
教程 / 实战普通
Why 42% of AI Projects Fail: Lessons from the 2026 AI Graveyard
TechCrunch’s tracker and S&P Global data reveal that 42% of corporate AI projects are abandoned...
信息来源：DEV Community
教程 / 实战普通
Bubbles: a new kind of software, where one reply becomes a running stack
Reply to a post on X with @grok bubbles and a few words about an app. Grok answers with a link. Open...
信息来源：DEV Community · Grok