AI 教程与实战

💡 𝒫ℯ𝓇𝓈ℴ𝓃𝒶𝓁 𝒮ℯ𝓇𝒾ℯ𝓈: ℳ𝓎𝓉𝒽𝒾𝒸 ℱℴ𝓇℃ℯ 𝒟ℯ𝓋ℯ𝓁ℴ𝓅𝓂ℯ𝓃𝓉 ℒℴℊ 𝒯𝒽𝒾𝓈 𝓅ℴ𝓈𝓉 𝒾𝓈 𝓂𝓎 𝓈𝓊𝒷𝓂𝒾𝓈𝓈𝒾ℴ𝓃 𝒻ℴ𝓇 𝓉𝒽ℯ ℳℒℋ ×...

published: false tags: vercel, nitro, tanstack, debugging Production went down twice in one day with...

Finding out what to bring to a government counter usually means going there. The web page is stale,...

Hello Devs 👋 I have been thinking about something that has changed quite a bit with AI coding...

First post here. Figured a real project beats an introduction post, so: here's one, warts...

Half the organisations running AI agents have already had one step outside its permissions. Nearly...

You write a decision down in Cursor at four in the afternoon: the payments service keeps its own...

Likes and bookmarks on X and Threads are easy to accumulate and surprisingly hard to use. I save an...

The short version GPT-Image-2.5 is split into two models: Flare favors low latency and...

If you only ever run one coding agent, you do not need either of these. Close the tab, you are...

Most people glorify AI for its speed. AI spits out code faster than any of us, with just a few magic...

A few years ago, AI in software development meant autocomplete. You wrote a function, and AI...

A while back I wrote that most "AI agents" are just pipelines in a trench coat — deterministic...

The gap between a working demo and a system people can actually depend on. A founder once showed me...

AI image generation looks synchronous in a demo: send a prompt, wait, and render an image. The...

The interesting difference between Claude Fable 5.1 and Claude Mythos 5.1 is not model size, context...

This is chapter 11 of my book **Building Autonomous AI Agents with Claude Code* — a field guide to...

Muon gets written up as the optimizer that finally beats AdamW. Reading Keller Jordan's original...

The first two strategies I ran lost 55% and 67% of a paper account in two backtested years....

Browse native LM Studio plugins and MCP servers, find tools by capability, and check what you need before adding them to your local setup.

The obvious objection to a zero-parameter cache beating a small transformer is that the transformer is undertrained. Sixteen times the training data moved the crossover 6.6x, which is document length times 1.60 per doubling: about as much …

A 5-minute cache TTL was actually burning API tokens under concurrent load. Here is the exact post-mortem and code fix.

Learning Chinese vocabulary looks simple at first. You get a word list, memorize the words, and move...

Part 5 reported that under the September 4 market state, a -5% shock becomes -15.4% — a 3.07x...

On 2026-09-06 we counted the scheduled Bluesky posts our agent had sent over the previous seven days:...

Tinting is about the simplest photo effect there is: take one solid color, layer it over an image,...

Most buyers asking which AI code review tool fits a large engineering team with multiple repositories...

Three fixtures, three separate calls into the same reducer. Here is the complete failure_reasons each...

TL;DR: send previous_response_id to Ollama's /v1/responses and it is accepted, the reply is HTTP 200...

LangChain 发布长文，复盘自建付费媒体 Agent 的构建过程并已开源。该 Agent 运行在 Slack 中，半年内将付费渠道贡献从 0 提升至营销管线的 20%，合格线索成本（CPL）从 6 月到 8 月下降 30%。

Most developer portfolios are still static digital brochures. With the web is increasingly being...

AI coding helps write code faster, but the number of open PRs has grown too, while the number of...

I run Claude Code as five separate subagents with different permissions — architect, coder, reviewer,...

Ask a coding agent to run a build, and you have just handed a language model the ability to cat...

ost algorithmic trading bots rely on standard linear heuristics or basic prompt-chained LLMs. We...

AI Agent Architecture Patterns: A Deep Dive into Modern Agent Design AI agents are...

Atlassian reports its Rovo Dev AI reviewer cut PR cycle time by up to 45% internally and 32% for...

Specific Labs dropped Real-SWE, an enterprise-code SWE benchmark, and the leaderboard is a great...

Real-SWE ran frontier models against licensed, private enterprise codebases (billing, tax,...