AI圈报教程 / 实战普通
I Built IntentChord to Bring Human Control to AI Coding Agents — Contributors Welcome
内容摘要
AI coding agents can write code, modify files, and report that a task is complete. But a...
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教程 / 实战普通
Halving the KV Cache Doubles Capacity and Buys 1% of Speed
A reader found a bug in the script and asked whether an FP8 KV cache halves the long-context penalty. Computed: capacity is exactly 2x at every context, speed is 1% at 4k and 21% at 128k, and the crossover is where the cache read equals th…
信息来源：DEV Community
教程 / 实战普通
My reflections on raising a daughter in the age of AI
A developer and father reflects on AI, independent thinking, books, and the example we set for our children.
信息来源：DEV Community
教程 / 实战普通
Until Claude Code 2.1.309, Your ~/.zshenv Ran Outside the Sandbox Before Each Command
Claude Code 2.1.309 stopped shell startup files running outside the Bash sandbox. Why zsh and bash run them at all, and a one-line trace to see it.
信息来源：DEV Community · Claude
教程 / 实战普通
I hid instructions in my server logs to see which models would follow them
Every Monday, ExtraTime, my football quiz site, gets a health report written by a model. It reads the...
信息来源：DEV Community
教程 / 实战普通
Use AI Coding Agents Like a Pro: Fewer Tokens, Better Code
A practical playbook for Claude Code, Codex, Cursor and Copilot: manage context, cut token spend, and get code you can actually ship.
信息来源：DEV Community · Claude / Cursor
教程 / 实战普通
Five Agents in Split Panes: How xterm.js Draws Text With a WebGL Glyph Atlas
Five coding agents streaming into five panes all share one main thread. How xterm.js draws text, DOM vs WebGL, and a benchmark you can run.
信息来源：DEV Community
教程 / 实战普通
I ran ripgrep, Serena, claude-context and my own tool on the same repo
There are a lot of ways to let a coding agent find code now. Plain grep, a language server behind...
信息来源：DEV Community · Claude
教程 / 实战普通
I got rejected from 50 jobs. Then I deleted everything on my resume except one story — and the callbacks started.
For about two months, the first thing I did every morning was refresh an inbox, looking for a word...
信息来源：DEV Community
教程 / 实战普通
Google, OpenAI and Microsoft Move Toward a Shared AI Training Control
Google, OpenAI and Microsoft are moving toward a common way for website owners to express whether...
信息来源：DEV Community · OpenAI
教程 / 实战普通
Your AI Agent Trusts Everything It Reads — A Field Guide to Hijacking Claude, GPT, Gemini & Copilot
A README file in your ~/Downloads folder should not be able to expose your SSH keys. A calendar...
信息来源：DEV Community · GPT / Claude / Gemini