AI Tutorials & Practice

The interesting difference between Claude Fable 5.1 and Claude Mythos 5.1 is not model size, context...

This is chapter 11 of my book **Building Autonomous AI Agents with Claude Code* — a field guide to...

Muon gets written up as the optimizer that finally beats AdamW. Reading Keller Jordan's original...

The first two strategies I ran lost 55% and 67% of a paper account in two backtested years....

Browse native LM Studio plugins and MCP servers, find tools by capability, and check what you need before adding them to your local setup.

The obvious objection to a zero-parameter cache beating a small transformer is that the transformer is undertrained. Sixteen times the training data moved the crossover 6.6x, which is document length times 1.60 per doubling: about as much …

A 5-minute cache TTL was actually burning API tokens under concurrent load. Here is the exact post-mortem and code fix.

Learning Chinese vocabulary looks simple at first. You get a word list, memorize the words, and move...

Part 5 reported that under the September 4 market state, a -5% shock becomes -15.4% — a 3.07x...

On 2026-09-06 we counted the scheduled Bluesky posts our agent had sent over the previous seven days:...

Tinting is about the simplest photo effect there is: take one solid color, layer it over an image,...

Most buyers asking which AI code review tool fits a large engineering team with multiple repositories...

Three fixtures, three separate calls into the same reducer. Here is the complete failure_reasons each...

TL;DR: send previous_response_id to Ollama's /v1/responses and it is accepted, the reply is HTTP 200...

Most developer portfolios are still static digital brochures. With the web is increasingly being...

AI coding helps write code faster, but the number of open PRs has grown too, while the number of...

I run Claude Code as five separate subagents with different permissions — architect, coder, reviewer,...

Ask a coding agent to run a build, and you have just handed a language model the ability to cat...

ost algorithmic trading bots rely on standard linear heuristics or basic prompt-chained LLMs. We...

AI Agent Architecture Patterns: A Deep Dive into Modern Agent Design AI agents are...

Atlassian reports its Rovo Dev AI reviewer cut PR cycle time by up to 45% internally and 32% for...

Specific Labs dropped Real-SWE, an enterprise-code SWE benchmark, and the leaderboard is a great...

Real-SWE ran frontier models against licensed, private enterprise codebases (billing, tax,...

❔Contexte Le #HackAVP - le premier hackathon dédié aux AVPs de l'OPT-NC - a été lancé...

A Quick Look at the Finding A group of researchers just released a paper titled Stealing...

TLDR: AI has made prototypes, POCs and MVPs cheap — a plausible demo in days. What has not gotten...

Intro AI Avatar is a free app where your VRoid (VRM) avatar cheers you with all its...

In my last post, I talked about the potential risks AI could bring to humans in the not-too-distant...

Update — v0.3.1 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

An MCP server often starts with a seemingly simple requirement: an AI host should find and summarise...

How I Built Check Mo Muna: An AI Scam-Risk Analyzer for Filipinos Scam messages are getting harder...

Every trip report on my travel site goes through an LLM before readers see it. The most important...

AI agents do not only answer questions. They write code, call tools, and load plugins. The hard part...

I wanted to build a simple RAG system. That sentence aged badly. The original problem was actually...

I built a measurement harness. I found ten bugs in it. Every one made my results look better than...

I've probably worn out my welcome by now with this old-school habit of mine — explaining DDD or SDD,...

I went looking for a straight answer to "what will this cost per month" and found that almost every...

"The coordination of the builders is not direct. It is the work already done that directs and...

Voice input for AI coding assistants got crowded fast in 2026. If you're picking a tool, here's...

A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be...