AI 教程与实战

Quand un agent IA modifie des fichiers de votre projet et casse quelque chose, le réflexe est git...

Claude Code put your account email in the User-Agent header of its web requests, so every server log on the agent's path harvested a scam-ready lead, and the same email ships in the system prompt of every session, an issue open since July.…

Qwen2.5-0.5B's config declares its vocabulary-by-hidden matrix twice: once as the embedding table,...

A shopper asks ChatGPT for "a waterproof hiking jacket under $150 that ships to Dubai". The answer...

"Done." It's probably the most satisfying word in a coding-agent session. It can also conceal three...

Most agents are instrumented for the failures that announce themselves and blind to the ones that do not. Here is the pattern: the three streams...

Your request volume doubled this month. So you doubled your GPU spend. That is the most common...

"We support MCP" used to mean something specific. This year it became ambiguous, because there are...

In April, Claude Code had /buddy for about a week: a tiny creature in your terminal that watched you...

Context: Dicamus is an AI self-help service, not therapy and not a crisis line. If you are in danger...

GitHub: https://github.com/ESeungJun/fix-proposal I do most of my work with Claude Code now, and...

A support bot that says "I don't know" is annoying. A support bot that confidently says "No, we don't...

1. The argument is being filed under the wrong heading Most debates about agent...

An SF Tech Week experiment: we gave an AI a phone and had it call San Francisco businesses. Only 1 in 3 kept talking - most businesses are not ready for the AI assistants that are about to call them.

We asked six AI chat models what is at 41,526 points of San Francisco, from memory. The best three tie at 86% on the city map, against 61% for a trivial answer, and none of them can draw the Marina's streets.

Citation Is Not Truth: A Three-Metric Evaluation of an Extractive Research...

Agent Memory Architecture – A Practical Guide 📋 Concise Diagnosis...

A stateless Streamable HTTP MCP server in Next.js: keyless discovery, Bearer keys, readOnlyHint on 26 tools, preview then confirm on 18 write tools.

Do this first: go down the list and tick what your harness already does. Each unticked item is a...

Most agent demos stop at "it answers in a notebook". A customer asked me for the other half: how do...

Recently, Claude Code just... stopped. Not a bug in my code, not an outage. I had burned through my...

Five ways a prediction-market model fooled me, and the one metric I trust now For five...

Execution Truth Validator: Defeating Exchange API State Drift and Phantom Orders ...

Coding agents like Claude Code and Codex are fast, yet a lot of wall-clock time goes to them waiting...

CVE-2026-103572: Copilot in Visual Studio blocked .mcp.json by string. The agent wrote .mcp.json. and Windows saved it as the real file.

From a multi-agent testing experiment to a broader discussion about how engineering teams should...

Agents add a whole library to use one function. Put a size-limit budget on each entry point, gate the push and CI, and hand the failure back to the agent.

When an LLM edits code, it usually works on text: it rewrites the file, or it finds a string and...

An agent once told one of our users that our MCP tools "cannot create projects" and asked them to...

Before you install a Claude Code plugin, open three things in its folder: hooks/hooks.json, .mcp.json...

A post-mortem of consolidating subscription seats behind one OpenAI-compatible gateway: the OAuth client boundary that was crossed, the cluster block that followed, and the task-dispatch architecture that replaced it.

The problem I build Roblox games on my own, and good-looking 3D models were always my...

Fala, pessoal! Recentemente, desenvolvi um trabalho para a minha pós-graduação com um tema que vem...

As AI agents become increasingly capable, I've noticed a growing number of discussions questioning...

Before you open Claude Code in a repo you cloned, look inside its .claude/skills/ folder. Read the...

My first script for checking local Claude Code token usage summed raw assistant lines in...

The word was go. A bot in the on-call room had just told me the deploy caused the outage. It quoted...

Everyone says they called it. Almost nobody can show they said it first. That is the problem...

A few weeks ago we teamed up with Kaggle to ask a deceptively simple question: how do you actually...

Codex 0.165 made memory v2 the default for fresh profiles; Claude Code's auto memory is on by default. Neither shows up in a PR. Agent rules belong in git.