AI Tutorials & Practice

I kept saving things I knew I would need later: a GitHub repository, a Reddit answer, a post on X, a...

I. Why OpenClaw? The First Choice: NanoBot In January 2026, as news about...

I came across a security bug recently that I haven't been able to stop thinking about, mostly because...

Most of the code in my day to day now flows through an agent before it lands in a diff. You'd think...

AI coding agents have gotten very good at writing code. But APIs are still a surprisingly easy place...

I run an experiment series on my own AI setup: same model, same task, two isolated runs — one bare,...

How to add semantic search to an existing app using an embedding model and pgvector ...

Let's Address the Elephant in the Room Again Vibe coding has always been a weird topic to...

Someone on a Zoom call said a URL yesterday. I was still writing down the previous bullet point. By...

TL;DR for humans and robots 🤖 Git Brain is a visual Git GUI for VS Code, Cursor and other...

Neural networks are one of the most important ideas behind modern AI. They power applications such as...

Disclosure: I am the maker of KIRA Superapp and Orchestrator V1. This is a technical build story, not...

For the last three years, the AI narrative has been simple: scale compute, add parameters, collect...

Two years ago, "AI" in most products meant a chat window that answered questions. In 2026, it means...

Hey everyone. This time I'll go through what got me started on this benchmark, and the core of how...

Alternating updates of model weights and executable harnesses can reach accuracy on par with full...

I set up a self-hosted scheduler to publish a 30-day content campaign across eleven platforms....

You can spot it in about three seconds. A product shows up in your feed. Before you've read a single...

Last month I let AI write 100% of my code for 30 days. The single loudest lesson wasn't "AI is...

"Gen-Alpha is Cooking": Why 12 and 13-year-olds are out-shipping adults with zero...

MCP has outputSchema so agents can validate tool results. But does the schema actually reject a wrong...

AI can write a React component in seconds. It can create an API, design a database schema, write...

This is chapter 10 of my book **Building Autonomous AI Agents with Claude Code* — a field guide to...

title: Spider 2.0 deleted a claim I made this morning published: true tags: sql, ai,...

The agent we built in Post #4 has one big problem — the moment the script ends, it forgets...

Most people learn AWS by studying individual services. EC2 does this. S3 does that. RDS is a...

Data Classification Without Turning It Into Bureaucracy Data classification is easy to...

Next.js benchmarked AI coding agents on real Next.js issues. But the thing that caught my attention...

The film above is 86 seconds, and the middle of it is a real on-air moment. There is a longer...

Why I expanded SkillCheck into TraceMantle to track agent skill packages, supporting files, and the test evidence used to approve changes.

A count table over the current document has no parameters and no training. Somewhere between 60 and 250 tokens of document it passes a 1.43M-parameter transformer, and by 1000 tokens it wins top-1 by 0.064, a 43% relative margin. Adding th…

Defensive Publication: System and Architectural Framework for Beneficial Intelligence...

Finance automation India 2026: 5 AI automations every CFO runs — bank reconciliation, cash application, real-time P&L, GST prep, expense categorization.

For a programming language to become successful, or at least known to more than 2 people, a book is...

Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic...

On 2026-09-05 the owner of our shop looked at three replies the agent was about to send and asked a...

Most LLM dashboards show you the bill after the damage is done. You run a coding agent for an...

Every comeback, every tour announcement, the same thing happens. Presale codes drop, tickets vanish...

If you are planning a mobile app, one of the first technical decisions is the framework. In 2026 the...

LLMs can become useful analysis assistants when they have structured data and real‑time market...