AI Tutorials & Practice

I gave my coding agent a test offer: writing comparison pages for B2B software companies. Then I...

A failed CI check nearly turned a successful FastAPI and BigQuery consolidation into an unnecessary rollback. Here's what one Boolean condition taught us about AI-assisted engineering.

Hey everyone 👋, This post is something I have been sitting on for a while, and I am finally writing...

The "Magic Pill" Delusion: Why AI Licenses Won't Fix Broken Platform Engineering TLDR: AI...

The EU-funded Edge SpAIce project has demonstrated an onboard AI approach for detecting marine litter...

We are entering a new era of software development. AI agents can write code, refactor existing...

On September 30, an agent was building a catalogue of every setting in our back-office, nearly three...

What if you could turn a short prompt into a working JTL Cloud App, complete with access to real ERP...

Most CPU TTS writeups benchmark one model in isolation. When you are building a voice product, that...

A practical field guide to the concepts, architectures, and free-versus-professional tools behind...

Worktrees link to your repo by absolute path, so a mv breaks every agent's checkout. Fix it with git worktree repair, then prevent it with relative paths.

A cat crosses a room, jumps onto a windowsill, watches a bird, curls up and falls asleep. That became...

Quand un agent IA modifie des fichiers de votre projet et casse quelque chose, le réflexe est git...

Claude Code put your account email in the User-Agent header of its web requests, so every server log on the agent's path harvested a scam-ready lead, and the same email ships in the system prompt of every session, an issue open since July.…

Qwen2.5-0.5B's config declares its vocabulary-by-hidden matrix twice: once as the embedding table,...

A shopper asks ChatGPT for "a waterproof hiking jacket under $150 that ships to Dubai". The answer...

"Done." It's probably the most satisfying word in a coding-agent session. It can also conceal three...

Most agents are instrumented for the failures that announce themselves and blind to the ones that do not. Here is the pattern: the three streams...

Your request volume doubled this month. So you doubled your GPU spend. That is the most common...

"We support MCP" used to mean something specific. This year it became ambiguous, because there are...

In April, Claude Code had /buddy for about a week: a tiny creature in your terminal that watched you...

Context: Dicamus is an AI self-help service, not therapy and not a crisis line. If you are in danger...

GitHub: https://github.com/ESeungJun/fix-proposal I do most of my work with Claude Code now, and...

A support bot that says "I don't know" is annoying. A support bot that confidently says "No, we don't...

1. The argument is being filed under the wrong heading Most debates about agent...

An SF Tech Week experiment: we gave an AI a phone and had it call San Francisco businesses. Only 1 in 3 kept talking - most businesses are not ready for the AI assistants that are about to call them.

We asked six AI chat models what is at 41,526 points of San Francisco, from memory. The best three tie at 86% on the city map, against 61% for a trivial answer, and none of them can draw the Marina's streets.

Citation Is Not Truth: A Three-Metric Evaluation of an Extractive Research...

Agent Memory Architecture – A Practical Guide 📋 Concise Diagnosis...

A stateless Streamable HTTP MCP server in Next.js: keyless discovery, Bearer keys, readOnlyHint on 26 tools, preview then confirm on 18 write tools.

Do this first: go down the list and tick what your harness already does. Each unticked item is a...

Most agent demos stop at "it answers in a notebook". A customer asked me for the other half: how do...

Recently, Claude Code just... stopped. Not a bug in my code, not an outage. I had burned through my...

Five ways a prediction-market model fooled me, and the one metric I trust now For five...

Execution Truth Validator: Defeating Exchange API State Drift and Phantom Orders ...

Coding agents like Claude Code and Codex are fast, yet a lot of wall-clock time goes to them waiting...

CVE-2026-103572: Copilot in Visual Studio blocked .mcp.json by string. The agent wrote .mcp.json. and Windows saved it as the real file.

From a multi-agent testing experiment to a broader discussion about how engineering teams should...

Agents add a whole library to use one function. Put a size-limit budget on each entry point, gate the push and CI, and hand the failure back to the agent.

When an LLM edits code, it usually works on text: it rewrites the file, or it finds a string and...