AI Tutorials & Practice

Recently, I saw a LinkedIn post discussing "MCP vs API" and felt like we needed to choose one. But I...

One Claude Code session driving a browser through chrome-devtools-mcp works fine. Open a second...

Why you don't need a separate $400/mo vector database for RAG. How to use Postgres with pgvector and HNSW indexes for sub-10ms similarity search.

A backend engineer boarded a late train with a half-finished agent run still sitting in a terminal....

TL;DR I run up to four Claude Code agents at the same time on a single repository by...

Hace unos días, tuve que hacer algo que hacía mucho tiempo no consideraba necesario en mitad de una...

Read on: the A/B test this corrects · 繁體中文版 Two weeks ago I published an A/B test: I cut 41 AI...

Fourteen parts ago, this series made a promise: build a real app with AI and hide nothing — every...

You've probably watched an AI think through a problem step by step, nod along with the logic, and...

When an agent needs help from another service, there is an architectural question to answer first:...

With MCP tool search on, which is the default, the first request of a fresh Claude Code session on...

One is a component you build. The other is how you wire many together. Confusing them costs months. Here's the architecture distinction.

Yesterday afternoon a runtime I wrote created 70 paragraphs on the same draft article. It was...

ExecCritic found that weak generated tests reduced repair success. A runnable Python example shows how to catch a test that approves the wrong fix.

Every founder knows the feeling: you share a new startup idea with friends, and they all smile and...

Here is a sentence that will break most computers. “I went to the bank.” Did you go to a...

Is that webshop legit? Most of us have pasted a URL into a reputation checker at least once. The...

Text-to-SQL looks great in a demo. Then someone ships a conversion rate that JOINs without ON, a...

WatchMe is a small macOS menu-bar app I built: it lists your running processes, you tick the ones you...

AI coding tools have made it easy to go from an idea to working code. You describe what you want,...

In discussions around AI-assisted programming with LLMs, I often see two opposing camps. And since...

Believe it or not, it's harder to be a software engineer in 2026 than it was five or ten years ago....

I deleted a working function today. It ran. It was clean. It was better written than the version in...

I ship client sites fast on a simple free-tier stack: Next.js for the app, Supabase for...

A production bug I shipped, why the obvious fix was incomplete, and what actually closes it. ...

Many All of us are coding with AI these days. There is a lot of momentum; code is being produced at...

A WordPress function documented in five words quietly deleted the non-English part of every URL my crawler analytics recorded — turning hundreds of distinct pages into a single confident-looking row.

A small TypeScript experiment comparing AgentInspect and Promptfoo for local agent trajectory checks.

Intro AI Model Upgrades Aren't Patches. They're Silent Breaking Changes Wearing a Version...

Every tutorial counts calls. Your bill counts attempts. Here is the real error distribution from 5,087 production calls, which failures are worth retrying, and why a timeout is the only one that actually burns tokens.

chamnan is a Claude Code plugin that keeps engineering context in the repository, so an agent stops...

Claude and OpenAI are bringing what feels like a real storm to IT. I don’t expect that storm to hit...

I have 23 audit Actors on the Apify Store. They all do a version of the same thing: take a public...

Agentic coding on a Strix Halo laptop with Qwen3.8-27B and Flash-Next, the LlamaStash and Pi setup behind it, and the tuning

I exposed my jobs Actor through the Apify MCP server and logged the real traffic — the schema the agent sees, a green run that returned nothing, a 45-second ceiling on every call, and a 45x payload cut.

Retries keep distributed systems moving through timeouts and temporary failures. In an access system,...

Most MCP demos look the same. A tool is registered. A client calls it. The tool returns the expected...

An MCP server that works locally is not the same as an MCP server that runs behind a gateway other...

I approved a prompt on a Tuesday morning and went to make a cup of Irish breakfast tea. By the time I...

There was a time when the difficult part of building software was writing the software. Today, that...