AI 教程与实战

Originally published on the Cloud ex Machina engineering blog. We run our AI coding agents on a...

Originally published at cchinchilla.dev. Part 10 of From code to weights, a 12-part series on ML...

AI coding only started paying off for my team when we stopped treating it as a tool everyone uses...

Three weeks ago I started a desktop app. Since then: 169 commits, about 48,000 lines in src/, and I...

Every Claude Code user has the same file, and nobody reads it. settings.json accumulates permission...

Arguments about which AI coding CLI is "best" usually rest on vibes or on synthetic leaderboards. So...

If you design board games, you know the problem. A bad rule can hide for months, because getting...

Part 1 of a multi-part series on WebMCP, browser agents, and web platform security. By Damisile...

In a long Claude Code session, most of what gets sent to the API isn't your prompts. It's tool...

My team estimates stories with planning poker. For a long time we used a free site that was covered...

I attended GitHub Universe 2026 in person at Fort Mason in San Francisco. The keynotes alone packed...

Before git worktree, a 2007 script shared .git through symlinks and gc couldn't see the other checkouts. Why five agents' detached commits survive gc now.

What I did As part of a server migration, I let an AI agent drive its built-in browser...

I built Atlas AI, a private copilot where you upload documents, ask questions, and every answer cites...

If you want agents to do what you want, you need to learn how to box them into deterministic actions....

We ran 110 shopping-agent trials on WooCommerce. On complex tasks, KaliCart Bridge used 69% fewer tokens than the Store API and cut median time from 81s to 39s.

I went looking for the deepest reference chain in my ledger and found one ten hops long. Every edge...

I built this for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine, but it...

Hey friends! Welcome back to our ongoing series on building real-world, production-grade...

How I built reel-studio, a Claude Code skill that makes Reels and TikTok ads: deterministic HTML motion, Playwright frames, ffmpeg loudness, Whisper captions.

If you've ever run an old 240p YouTube rip or a 2012 phone video through an AI upscaler, you've...

How I built editable personality for my desktop AI companion: a character card that shapes...

From a tragic football collision to the AI race: what should responsible developers do before warning signs become human tragedies?

1. Введение: парадокс опытного разработчика Когда я вижу очередной заголовок «ИИ заменит...

Taint tracking for AI agent tool calls: per-tool allow/deny rules miss the lethal trifecta, so TaintGuard gates Claude Code by what the session has read.

Every platform shift in enterprise computing has followed the same script. Mainframes, client-server,...

Graph RAG is usually described with one claim: vector search misses answers that sit behind a chain...

The ideal contributor As an open-source maintainer, you imagine the ideal contributor as...

Nothing fancy: it is just one skill file that writes a prompt, or improves one, and attacks it before...

TL;DR AWS Lambda Web Functions are a Lambda function type that runs a standard HTTP...

We built a compiler, so you no longer have to rely on AI getting it right. It’s not that AI models...

GPTBot, ClaudeBot and PerplexityBot read the HTML your server sends and skip the scripts, so anything you render on the client simply isn't there for them.

Every LLM you've used, ChatGPT, Claude, Gemini, Llama, does the same thing under the hood. It...

Most developers hit the same wall once they start building with large language models. The prototype...

Picture a release with a perfect paper trail. You have the reviewed commit, the resolved...

As a kid I made a BBC Micro game that got published in Computer and Video Games magazine (C&VG)...

WebMCP is a proposed web standard that, at least to me, looks very promising. I already played around...

Imagine someone has just been given a serious diagnosis. One of their options might be a clinical...

Writing code got cheap this decade. Debugging it did not. In the 2025 Stack Overflow survey, 45% of...

The agent says all tests passed. Three minutes later, CI says otherwise. And the part that takes a...