AI Tutorials & Practice

A while ago I forked a running agent session three ways and wrote about it. Three people in the...

A beginner's reflection on the kLab TekHer AI Program — Cohort 2 When I started the "Introduction to...

Claiming an LLM agent's memory poisoned its behaviour is easy. Proving it is not. A measurement rig built on counterfactual amputation, a noise floor, and three honest negative results.

Here's a failure your test suite probably can't see. An AI agent with a send_email tool summarizes a...

Every era of the cloud has a unit of work. For agents, it’s a human who directs, a controller who...

I spent a weekend running two small language models against three jobs I would normally hand to a...

What I learned on Day 1 of the kLab TekHer AI Program, Cohort 2 — how images are just numbers, how filters reveal edges, how CNNs learn, and why computer vision matters for Rwanda and Africa.

On October 13, 2026, banking regulators intensified scrutiny of autonomous AI agents. The...

A weekend AWS agent that inspects any public GitHub repo, scores it for safety and trust, flags risky installs like curl-pipe-bash, and guides you to a working first run. Here is how I built it on Lambda and Bedrock.

Why I wanted this Grok Bot runs a lot of my day. I don't have one assistant, I have a team...

You can’t vibe code your way to a great customer experience. You need the user flows and the user...

I've been building Kervan for a while. It turns HTTP APIs into tools AI assistants can use. You...

decision models! new category, showed up on the hub about three weeks ago, and the name is...

AI can build a working application faster than ever. Give an AI coding agent a prompt, and it might...

The theme for Week 2 of the Hacktoberfest DEV Challenge is out: Side Hustle. Build something with...

Six months ago I had $0 in the bank earmarked for this, no computer science degree, and a browser tab...

Mistral AI has joined a consortium led by Marlan Space and Loft Orbital to develop Altair-Next Gen, a...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle The...

This is my submission for the Hacktoberfest Open-Source AI Challenge: Week 2, theme: Side Hustle. ...

Give an AI agent a real toolset (25, 40, more) and every call pays for it. The agent reads every tool...

A board of markdown docs every agent workspace shares: how checklist items follow task status, how versions stop agents overwriting each other, and why there's no search.

I Bridged My Real Logged-In Browser to Chrome's New WebMCP API Chrome's WebMCP proposal...

SkillJacking Is Real. I Built the Pinning Layer Skills Were Missing. Agents install skills...

1 in 5 AI-Suggested Packages Doesn't Exist — I Built a Scanner for That You ask an AI...

Authentication answers who. Authorization answers what they're allowed to do. Neither one answers...

Earlier this month, a developer in Atlanta got fed up with Adobe's cancellation fees. So he used...

I am not a professional researcher. I work in IT support, and in the evenings I explore ideas with...

TL;DR An enterprise AI gateway sits between your applications (and, increasingly, your...

If you use more than one AI coding agent, you've probably ended up with three instruction files: a...

It usually starts with a message at 11pm: "学长，帮我看看这个合同能签吗？" — "can you take a quick look at this...

A text-to-music API gives you one string. Users give you 'make me a sad song'. Here's how we built a structured prompt builder that fits a 500-character budget — and why we cap instruments at four.

We audited our own agent's ledger: 10% of it was one test that never fails We run an...

There is a special kind of confidence that comes from an AI development environment that just works....

ai #gemma #opensource #hackathon Don't just ask AI what to choose. Ask AI whether you have...

LocalLens: private document Q&A that runs 100% on your machine My entry for the...

Earlier this year, Microsoft Research published the BitNet b1.58 paper, demonstrating that 1-bit...

Background To talk about MRDRs, we first need to take about MADRs, which are...

How we embedded an MCP server in AssetHoard (Tauri, Rust) so Claude Code, Cursor and friends can search a game asset library, and how we locked it down.

Reasoning Depth vs Latency vs Cost – An Escalation‑Based Design Guide Balancing model...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...