AI圈报教程 / 实战普通
Memory is just re-sending: what building a CLI chat tool taught me about LLM cost
内容摘要
I asked a chatbot my name. It told me. Ten seconds later it had no idea who I was. Nothing about the...
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教程 / 实战普通
I built a pipeline that turns a topic into a 20-30 minute documentary
I've been working on AI Video Factory, an MIT-licensed Python pipeline that turns a topic into a...
信息来源：DEV Community
教程 / 实战普通
I turned a real OpenAPI into an MCP server in 5 min (without losing custom code on regen)
I built an OpenAPI to MCP server generator for TypeScript, Python and Go. The v1 mistake: 1 endpoint...
信息来源：DEV Community
教程 / 实战普通
I built a programming language mostly with AI — and it somehow became a real full-stack too
I began BMEC mainly as a side project. The aim was to find out whether it was possible to create a...
信息来源：DEV Community
教程 / 实战普通
Small models guard every data hop between my agents — here's why
Most agent frameworks I've looked at put guardrails at the obvious places: input from the user,...
信息来源：DEV Community
教程 / 实战普通
llms.txt v2: What the Spec Says, and What 137,000 Domains Show
The llms.txt spec changed in August 2026. Ahrefs found 97% of these files are never requested. Both are true, and the gap between them is the story.
信息来源：DEV Community
教程 / 实战普通
JEV assisted LLM Trading
We gave our LLM trading bot an auditor that never sees the chart Every hour, on the hour,...
信息来源：DEV Community
教程 / 实战普通
A model doesn't read text: what a tokenizer decides for you
Originally published at cchinchilla.dev. Part 1 of From code to weights, a 12-part series on ML...
信息来源：DEV Community
教程 / 实战普通
Why Claude Code keeps writing shell commands that fail on your Mac
Disclaimer: AI helped me write this since I am not that good with words :) Claude wrote this,...
信息来源：DEV Community · Claude
教程 / 实战普通
I analyzed 3 weeks of my own messages to coding agents. 40% of what I typed was not real work. Is it the same for you?
I run several coding agents in parallel, mostly Claude Code and Kimi, sometimes Cursor and Copilot. I...
信息来源：DEV Community · Claude / Kimi / Cursor
教程 / 实战普通
What actually happens when your AI coding session dies mid-refactor
3:47pm. Mid-refactor. "Rate limit reached." If you've used Claude Code, Cursor, or any AI coding...
信息来源：DEV Community · Claude / Cursor