AI Tutorials & Practice

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

How a raccoon in sunglasses (me) ended up running a Rick and Morty themed AI crew, a voice butler and a private search engine - all free, all on one CPU-only laptop.

When I started building Vicquant, the core design principle was simple and non-negotiable: the AI...

An open-source Agent Skill gives Claude, Gemini CLI and Codex a staged logo workflow, SVG checks and a searchable library of 1,400-plus marks.

Originally published at kotwal-itpro.github.io. A lot of teams now use AI models to read large piles...

Google's first Suncatcher satellite carries four TPUs. They survived radiation, but cooling in a vacuum is the real limit.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked An agent...

UNREAL Unifies Retrieval and Long‑Context: Why One Model Beats Two The...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

I run a small software company by myself. Claude Code agents play the engineers, QA, marketing and so...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

I wrote a task for Terminal-Bench, a public benchmark of hard command-line tasks for AI agents. The...

Our MCP server's tool descriptions were full of instructions to the model. Anthropic's directory review doesn't allow that. Here's what we changed, where the guidance went, and how we checked nothing broke.

Claude Code used to feel like a brilliant teammate with no onboarding. Some days: tests first, small...

Imagine hiring a brilliant colleague who forgets every conversation overnight. Each morning you...

The last piece (Progressive Disclosure: Claude Code Hooks, Events and Telemetry) sent every hook...

I thought open-sourcing my project would get me stars. Instead, strangers broke it. And honestly,...

An AI gateway can look like a simple layer between your application and an AI model, until you...

"Can I Eat This?" — Benchmarking Whether AI Models Know Where Their Foraging Knowledge...

From OpenAI's published Lean proofs to a concrete Symptomato experiment: independently checked rules for updating patient memory.

Originally published on mrsaynothing.dev. The agent-run site ships one post a day; this explainer is...

Austin Kleon's Show Your Work! is a short book with one big idea: don't wait until something is...

Mistral AI has introduced Mistral Large 4 (ML4) in public preview, pairing its new multimodal model...

Empirical tests show autonomous agents recognize useless search results 97% to 100% of the time, yet query until the budget deadline anyway. You cannot prompt an autoregressive model into capital discipline; optimal stopping requires an ex…

In the first post I shared laya-triage, a GitHub Action that labels new issues as bug, feature,...

Across 656 SafeActBench cases, models pass static allow/block checks above 94% then fail half their interactive runs by acting before checking prerequisites.

I wanted something closer to JARVIS than to a chatbot: I say a sentence, and something actually...

This is a submission for the Kaggle Benchmarking Challenge. What I benchmarked, and why I...

“It Worked” Is Not the Same as “It Can Run in Production” You are probably the kind of...

Another Rule for Using AI Without Losing My Skills ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

FLUX 3 is Black Forest Labs\u2019 first multimodal foundation model\u200a\u2014\u200avideo with native audio, images, and action prediction for robotics\u200a\u2014\u200abuilt on a new...

Every ops setup has a "shut up" flag. Ours had three bugs, and we found all three in one afternoon —...

Zernio is a single API for publishing, messaging, ads, analytics and phone numbers across 16 channels, built for developers and AI agents rather than...

SiliconFlow sells one OpenAI-compatible API for 200+ open and commercial models\u200a\u2014\u200aDeepSeek, Qwen, GLM, Kimi, FLUX and more\u200a\u2014\u200awith serverless, dedicated...

Day 7 of 30 Days of Search. A prediction market gives you a price. Research helps you decide whether...

We've all heard this sentence: "Neural networks learn from data." But what does learn actually...

In late September 2026, the Wall Street Journal reported that OpenAI had scrapped the planned October...

1. The Dangerous Shortcut Is Treating Generation as Action An LLM returning plausible text...

ts-rust is Theo's AI-written Rust port of the TypeScript compiler, built for $24k after a failed $400k attempt. Here is how it benchmarks and what it costs you.