AI Tutorials & Practice

AI coding tools write fast. GitHub Copilot. Cursor. ChatGPT. Claude. Gemini. Every single one of...

Something you can do right now Open any script you have that prints a score — an eval, a...

The Evolution of AI Integration in Next.js For the past few years, building AI-powered...

I spent eight days building a parliamentary-procedure engine on WebMCP — the emerging standard that...

LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale Subtitle: A...

Live API specs for coding agents An agent writing frontend code has to know the backend's...

How to combine exponential backoff, circuit breakers, and graceful fallbacks for production-grade agentic workflows.

Does Jalapeño beat NVIDIA? On the benchmark OpenAI published, yes. Does that make it a better chip...

This post showcases my journey of the All Things Agentic Hackathon. I'm a second semester software...

I spent this weekend building Setback for Google's All Things Agentic Hackathon: a tool that turns a...

A measured study of multi-provider LLM consensus as a locator-healing signal — and why Automation...

Moving your AI reviewer to a free model without a benchmark suite is asking for silent quality...

Every AI coding tool that offers a free server is quietly moving your trust boundary to a machine you...

The European Commission has published a Code of Practice on marking and labeling AI-generated...

A dangling reference is easy to miss on your laptop and hard to ignore on a container that behaves...

Last week a friend pointed his CI pipeline at an open-source coding assistant's free server tier. The...

What human-in-the-loop costs once it stops being a stub Part 4 of an ongoing experiment: building...

Authentication demonstrations are difficult to record reliably. A live flow depends on cookies,...

Field notes from two weeks of running an autonomous agent on real money Most writing about AI agents...

A few weeks ago I sat down to build "will AI take my job," the tool. The honest first question I...

As conversational AI transitions from generic chatbots to specialized corporate agents, grounding...

Every "AI personalization" demo looks the same. Someone types a name and a company into a box, an LLM...

Your security team can't review every pull request by hand. Static analysis tools like Semgrep and...

LLM Price Watch Weekly Digest No price changes this week across the five providers we...

A friend sent me two screenshots. His terminal was full of this: Hook error: POST...

How Caveman Ultra Mode compresses coding-agent replies, where it helps most, and how to preserve evidence and judgment when working tersely.

Stratagems #26: Lena Cut a Branch. The AI Got the Message. Punish the branch. Deliver the...

A model wrote a patch that could not possibly fix the defect. My test passed it. Neither was careless — both had compressed the same English requirement the same shallow way, so the green checkmark was manufactured by two independent error…

An AI agent does not automatically need a custom RAG pipeline to use organizational knowledge. If the corpus is maintained, searchable, structurally readable,…

Give Claude Code an editable knowledge base by connecting a narrowly scoped MCP server that exposes structured search, versioned reads, and block level writes.…

Tropical cyclones are among the deadliest and costliest natural disasters on Earth, responsible for...

Last week I wrote about building a French AI voiceover API that only accepts payment from robots — an...

I wrote this post for the purposes of entering Google's **All Things Agentic Hackathon* (Track:...

Generative AI applications are rapidly moving beyond single-turn conversational chatbots toward...

There's a specific kind of night: you lie down having finished half your list, and the only thing...

Most developers install our tools through an AI agent now. Watching agents guess at our human docs, we started shipping a machine-first documentation.ai.md — and open-sourced it.

Another one from the same one-person-AI-company setup I've written about before: Claude Code builds...

Built a .NET invoicing library with Claude Code over about a week. Zero dependencies, VAT and GST...

Building a full-stack mobile app by yourself is hard. Building it for a major hackathon like Shipaton...

There is a very specific rush of dopamine you get when you finally configure your keystores, set up...