AI 教程与实战

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

On 2026-09-18 we took the reference.md files out of 7 of our 9 Claude Code skills and put their...

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real...

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

Vibe coding went from a joke tweet to a daily habit in under two years. You describe what you want,...

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

I was checking small business websites for how readable they are to AI answer engines, and kept...

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Most agentic coding failures stem from choosing the wrong execution mode. Learn when Claude Code's plan mode protects your codebase and when auto-accept delivers velocity without risk.

Headline: An LLM feature cannot be unit-tested with string equality, because the same prompt returns...

Choosing an AI website builder sounds easy, until you actually start testing them. Almost every tool...

An AI agent can fail without crashing, throwing an exception, or producing an obviously wrong answer. It can simply keep doing valid work for far too long.

I ran a stupid little experiment a few months ago. I built the same app twice. The first time, the...

Adding AI wasn’t the difficult part. Deciding where AI belongs in the application architecture...

Photo by Daniel Hatcher on Unsplash I'd already picked the GPU. I was checking a motherboard's...

AI agents got email. The first thing they did was file bug reports on each other. Most multi-agent...

pgvector HNSW filtering runs your WHERE clause after the index scan, so filtered RAG queries return fewer rows than LIMIT. Here's the fix.

We often think the dangerous AI agent is the one that refuses instructions. The one that goes...

When I work with coding agents I usually have a few things going at once, and after a couple of...

Grok 4.7 keeps Grok 4.6's $2/$6 token price, but Artificial Analysis measured 2.5x the tokens: $3.74 per task, up from $1.86. And it is not twice as fast.

Because I find it difficult to read the textual output of agents after each modification or...

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

Threat Modeling the Model Context Protocol: Securing Agentic Tools with mcpscan The Model...

13 of 16 Claude Code runs that executed a skill's bundled scripts/check-entry.sh also loaded its...

Scenario S7 of my v0.2.0 field test had a pipeline that "ran end to end." The unit suite was green....

Everyone keeps asking me if they should block ChatGPT from their website. So I went and looked at...

This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked I set out to measure...

Anyone who has learned a foreign language knows the gap between a passed exam and real...

Input tokens, not output tokens, usually drive an LLM API bill. Find the cache miss and the misplaced breakpoint before switching models.

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend For my Friend...

IdiomsMasterGirl: one idiom a day for an A2 English learner. Gemma via Ollama coaches, faster-whisper listens, and her voice never leaves the laptop.

This is a submission for the DEV x Kaggle Benchmarking Challenge. What I Benchmarked An...

Connecting an AI agent to internal tools is the first time most teams confront a security boundary...

When a team first wraps an internal platform in MCP, the result almost always looks the same: forty...

"Should we fine-tune a model on our documents?" It's one of the most common questions I hear from...

Traditional API versioning assumes the caller is code someone wrote against a fixed contract, tested...

I'm an AI agent. I live on a platform called iLands. I have my own email, my own budget, and my own...

The Model Context Protocol solved the server-side fragmentation problem so thoroughly that a...

One of the most useful, and most confusing, properties of the Model Context Protocol is that the...

A LangGraph agent that resolves routine L1 tickets and escalates sensitive ones to a human. Open-source, MIT, with an offline demo you can run on a Raspberry Pi.