AI圈报教程 / 实战普通
960P: fewer pixels than 1080P, same price, 50% more runtime
内容摘要
I spent an afternoon convinced I had found a pricing bug. MiniMax H3 has six output tiers on...
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教程 / 实战普通
A dev.to comment changed how we test agent instructions
A reader named arhancanli caught a problem in our last experiment: we had used overlapping Wilson...
信息来源：DEV Community
教程 / 实战普通
Brain Scans Show a Warning Fades by the Second Look. Your Coding Agent Should Ask Less
Warning research shows people stop reading what they see often. Approving every agent command trains that reflex. Fence the agent so the rare prompt gets read.
信息来源：DEV Community
教程 / 实战普通
I grepped for @ts-ignore and found zero. Then I grepped for the cast nobody bans
Every TypeScript team has a rule about @ts-ignore. Ours does too, and it works: zero occurrences...
信息来源：DEV Community
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