AI圈报教程 / 实战普通
My logo heals itself. Then I erased it into a stick.
内容摘要
This week I erased my own logo down to a thin strip and waited for it to heal. It thought about it...
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综合分类、实体标签与信息来源匹配
教程 / 实战普通
I measured 528 sites' robots.txt: two thirds blocking GPTBot also block the crawler that cites them
Two thirds of the sites blocking GPTBot are also blocking the crawler that sends them traffic. I...
信息来源：DEV Community
教程 / 实战普通
My Confession: How a 3-Year Developer Built an Enterprise AWS RAG Platform with AI, Curiosity, and Systems Thinking (Bonus Part 6)
An honest confession from a developer with 3 years of experience: why I didn't hand-write every line of code, how AI tools like ChatGPT and Gemini were used, and why the real job in 2026 is systems thinking and asking the right questions.
信息来源：DEV Community · ChatGPT / Gemini
教程 / 实战普通
Your coding agent shouldn't get to grade its own memory
Most memory systems for coding agents have a quiet feedback loop in them. The agent recalls a note,...
信息来源：DEV Community
教程 / 实战普通
The Channel Nobody's Watching: MCP Leaks, Poisoned Skill Files, and a Live Agent Incident
MCP leak attacks, poisoned skill files, a live Claude CTF incident, and new runtime guardrails — this week's verified AI security research.
信息来源：DEV Community · Claude
教程 / 实战普通
Can't AI Just Do It in a Day?
Have you ever felt replaced by a tool you were the one using? A few weeks ago I was on a planning...
信息来源：DEV Community
教程 / 实战普通
Audit Claude Code's Approval File Before Secrets Reach GitHub
A command approval can outlive the command. If a coding agent remembers an approved command by saving...
信息来源：DEV Community · Claude
教程 / 实战普通
Allowlisting git for Your Agent Also Allowlists diff.external and core.fsmonitor
HiddenLayer showed a forged git command reading .env past an approved git prefix. The git config keys that run programs, a repro, tighter rules, an audit.
信息来源：DEV Community
教程 / 实战普通
EARWITNESS
Every photo and video is a witness. Watch the trailer! A video is rarely just a sequence of...
信息来源：DEV Community
教程 / 实战普通
A 16-GPU KV Cache Failure, Reproduced on One RTX 5080 — Why a Bigger Buffer Wasn't Enough
A single line of code eliminated a KV cache exception in TensorRT-LLM. But the GPU still could not...
信息来源：DEV Community
教程 / 实战普通
Skill Inspector: ESLint for your AI agent skills (SKILL.md)
Agent skills are turning into config files. A SKILL.md has some frontmatter, a few instructions and a...
信息来源：DEV Community