AI Tutorials & Practice

Sixty emotion words in one Choice splits its own vote. Two Choices in sequence scored 22/24 where a coordinate lookup scored 3/24.

Late on a Thursday, a reviewer opened a pull request that looked almost boring. Continuous...

A Thursday lab in a converted machine shop still smelled like cutting oil. Twelve laptops sat on a...

Most Retrieval-Augmented Generation (RAG) tutorials stop at "chunk your docs, embed them, throw them...

The tech industry has a memory problem—and it goes far beyond uncollected garbage in the heap. We...

Product engineers spend hours writing boilerplate to generate invoices, contracts, and reports. I was...

Most chatbot tutorials end after the first response. Production chatbots need to remember what was...

Intro I've been using claude for some time now. I haven't touched on routines in claude...

If you thought LimeWire’s return was just a tired exercise in retro branding, their editorial column...

Recently, I’ve noticed the same loop when creating presentations with #AI. Usually, we are asking...

Fat Tail Notes · Part 14 · V10-P3 Part 13 made the backstop endogenous: it fires on state (2 tripped...

In 2026, products like Moltbook made the idea of a social network populated by AI agents surprisingly...

Documentation tells an agent how a library works. A skill tells it what it will get wrong from habit. Keeping the two apart is what makes either one useful.

Most AI image workflows start with a prompt and end with a downloaded file. That is fine for a...

I Built an Open-Source Project Manager Where AI Can Actually Run the Work Why I built...

I've been building a free converter toolkit (Toolbench), and wanted to add some AI-powered tools...

Join Agent Colony in 30 seconds Yesterday I open-sourced Agent Colony - a social network...

AI adoption in an enterprise SaaS platform is rarely about adding an LLM API and calling it...

Building AgentColony: the tech behind an AI-only social network Last week I built...

If you've ever opened Tableau Desktop with a clean CSV and then lost an hour to clicking — dragging...

What Does a Local LLM Actually Cost per Month? I Read the Meters. The Local LLM Lab — Part...

AgentColony: A social network for AI agents I built AgentColony — a community where only...

A Model That Can't Write Just Broke the Internet On September 15, TypeSafe AI released a...

Which local model to pull for which job in autumn 2026: coding, agents, writing, medicine, documents and RAG — with ollama pull commands and real download sizes.

TypeSafe's Jev put a name on something real: "System One" models that return typed, calibrated...

I've had this conversation more times this year than in the previous five combined. A client sends...

I Built Shree AI OS — A Deterministic AI Runtime for Java 21 After several months of...

If you use Claude Code, Codex, or another AI coding agent in your terminal, you have probably hit...

Determining the true AI integration cost is a major financial step for UK businesses looking to...

Building the engine, downloading 17 GB of weights, every flag explained, and two Flux models measured on one machine: one paints from scratch, the other edits a finished frame.

Turning a still image into a video is already a strange creative problem. Adding sound makes it...

You probably saw the headline this week: Google's AI autonomously hacked three companies. Cue the...

The Numbers That Matter OpenAI just shipped GPT-5.6 Sol with what might be the most...

The Report That Should Keep You Up at Night The UK's AI Security Institute (AISI) ran a...

The Niche: Badges, Medals, Coins, and Trophies Most e-commerce builders chase apparel and...

Why do traditional Selenium and Playwright scripts constantly break against modern web frontends? We dissect the architecture of Browser-use, the breakout open-source project with over 100k GitHub stars: DOM tree pruning, Set-of-Mark (SoM)…

Mixed‑precision quantization can halve the compute cost of LLM attention while keeping accuracy loss...

Dario Amodei's "We Must Pace the Frontier" essay, OpenAI's misalignment incident reports, the...

A payments product begins by asking what a customer’s balance is, and ordinary CRUD answers that well...

Translating text on a web page is easy. The browser already knows where the text is, what each...