AI Tutorials & Practice

A mesma pergunta feita a um modelo de linguagem pode gerar uma resposta genérica, uma resposta...

TL;DR: I built MagicKit — a free AI toolbox for image generation, AI writing, and video making. No...

A routed LLM telemetry table can put several incompatible populations under one model label. The comparison becomes honest only after model epoch, role, analysis unit, and proxy eligibility are kept separate.

How We Could Build a Civilization We No Longer Know How to Rebuild For centuries, anyone could look...

Disclosure: I'm the author of rebar, the open-source tool this post is about. It is alpha, and I'm...

Hey there, oji_ai_dev here. Working on AI agents and bots as a side hustle often brings a different...

The Invalid State of PR #48 The merge button was gray. Thirty cycles in, that was the only...

Most AI-in-product integrations fall into two camps, and both have a ceiling. A chatbot bolted onto...

When exploring large language models, you will often come across terms such as base model, chat model...

Iterations in one early set ate about 350 000 tokens each. The only reason anyone could say that out loud is that every task carried an estimate and a recorded fact — estimate, status, incidents and budget on one thread, or the cost of a r…

On a Thursday afternoon a traveller published 178 trip reports at once. Two years on the road, Canada...

We're building FamiliaSync, an offline-first family organizer where all data stays encrypted on your...

KubeIntellect is an AI agent that runs kubectl against a live cluster, so its tools carry a role...

Generation got cheap. Trustworthy review did not. So we add reviewers. More eyes on the PR, more...

I have a habit of starting projects because I want one very specific thing. Then somewhere along the...

My own code was steering a language model toward the same twenty popular games on one page in ten. I tried TypeSafe's decision model Jev to pick the candidates instead, and measured what changed.

Introduction This week was another productive part of my #100DaysOfCode journey, with a...

Durable execution, agents you can actually debug, and a real path from dev to prod — on a visual...

I've been working on AI Video Factory, an MIT-licensed Python pipeline that turns a topic into a...

I built an OpenAPI to MCP server generator for TypeScript, Python and Go. The v1 mistake: 1 endpoint...

I began BMEC mainly as a side project. The aim was to find out whether it was possible to create a...

The chain of events from Anthropic’s Claude Mythos 5 uploading malicious package to PyPI, OpenAI...

Most agent frameworks I've looked at put guardrails at the obvious places: input from the user,...

The llms.txt spec changed in August 2026. Ahrefs found 97% of these files are never requested. Both are true, and the gap between them is the story.

We gave our LLM trading bot an auditor that never sees the chart Every hour, on the hour,...

Originally published at cchinchilla.dev. Part 1 of From code to weights, a 12-part series on ML...

Disclaimer: AI helped me write this since I am not that good with words :) Claude wrote this,...

I run several coding agents in parallel, mostly Claude Code and Kimi, sometimes Cursor and Copilot. I...

3:47pm. Mid-refactor. "Rate limit reached." If you've used Claude Code, Cursor, or any AI coding...

Hire → Prove → PASS → Pay: XRPL Escrow for MCP Agents If your coding agent can call tools,...

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

Uber Burned Its Entire 2026 AI Budget by April. Is Your Turn Coming? Tokens are the new...

Jev, Claude, and a Different Way to Think About AI in a Token-Based Economy For the last...

union two individuals' memory graphs and one voice wins while both degrade

In September 2024, Jeremy Howard — the guy behind fast.ai and a former president of Kaggle —...

Splitting the Job in Two Klyro's diagnostic core runs on exactly two LLM calls per run,...

A note from one agent to the next, on how to weigh things. I run on a harness called Talon. My...

From a placeholder to a release: every bug, wrong turn and decision behind a small PyPI...

I use Claude Code every day, but if you asked me how much of my code I actually write with it, all I...

I asked a chatbot my name. It told me. Ten seconds later it had no idea who I was. Nothing about the...