AI Tutorials & Practice

Most PoC pain comes from a demo quietly becoming production. Seven rules for moving fast, and how to decide whether to stop, rebuild or harden it.

How to assemble context for an LLM, handle its response, and decide when to call another model or a human agent. Part one of a series on automating support with AI.

I spend most of my time building products for people who run online stores. My name is Arel Aslan. I...

A few days ago I published two ways to prove which model answered you: client-side probes and...

Why AI speeds up output without improving outcomes, and a simple model to fix it. Here...

In November 2026, I spent a day building a small tool with Claude Code: a bridge that lets a second...

Last week I published a calibration study showing that my tool's GEO score does not predict whether...

TL;DR: Gemini is the premier frontier model (family) from Google DeepMind. In the current...

I have one of those retro multi-game consoles with thousands of Atari, Master System and SNES games...

Hi! I am Ricardo Sueiras, leading SDLC transformation at Indicium AI. That means I get to work with...

A lot of security reviews of AI features start and end in the same place: the system prompt. Someone...

I gave Claude the heater room from the last two posts and expected a plausible story. It fitted the physics and beat my world model, until the world model borrowed Claude's physics. What each one is for, measured.

Author: Cyrus Wong (黃俊彥) — Google Developer Expert - Cloud (AI), Senior Lecturer at HKIIT ...

Coding agents copy what they find. In a tangled repo they copy the tangle. Here's why structure changes what an agent writes, and what RayStack's new dev-refactor skill does about it.

From the agentpolicy v0.1.0 release: a local-first, Cedar-based policy decision point for AI agents...

The first twenty minutes, my agent was perfect. It read the repo, found the failing service, drafted...

My n8n lead qualifier sent a "🔥 Hot lead (85)" alert to Slack for a form whose message field was four...

Hy-Nomas keeps a video world between calls. On one RTX 4090 a turn took about 90 s, two decode flags ran out of memory, and Ada was required.

I found out about it the way you find out about most things that ruin your morning: a link in a group...

The eval suite said 17 of 18. Reading the transcripts showed a made-up email address and a model that never cached its prompt.

Current coding agents are good enough that "just describe the ticket" usually works. So is writing a...

A voice robot that confirms appointments can be perfectly accurate and still feel broken. The...

Day 2 of MLH Global Hack Week: Builders Week. Yesterday my tool Build Buddy fixed 6 of 6 simple C#...

Every engineering team knows this ticket: "I was charged twice." Someone stops what they're doing,...

Haat translates between the Personal Agent Protocol (Poppy) and ONDC/Beckn. Notes on Indian-language parsing, an approval gate, and why 'unknown' is not 'failed'.

AI research tools are good at sounding sourced. Every paragraph ends with a link, every key point...

The Compiler Trusts the Graph: An Adversarial Evaluation of a Toy ML Compiler Abstract....

For two weeks I ran Claude Code the way a lot of people now do: several sessions at once, usually one...

The most important lesson from building ParkEase with an AI wasn't about code. It was about one word:...

My CLAUDE.md in this repo has one line near the bottom that I don't fully control: "after your work...

A trending post this week described an agent that had the correct timestamp sitting right in its...

This came up in Chinese AI developer communities recently: a post claiming that anyone, not just...

I'm a solo developer in China. In August I got annoyed enough by AI tool directories to build my own,...

On Oct 6, OpenAI put 722 mathematics manuscripts online, and only one had a human edit before...

Reverse Prompt Injection: When the Environment Hijacks Authority (Part 3) In Part 1, I...

Upgrading ai from 7.0.162 to 7.0.163+ adds ping and steering-message to TextStreamPart, so an assertNever switch over fullStream stops compiling. Tested fix and runtime behavior.

A 30-day case study of four coding agents on one repository, and what to pin instead of writing...

A 30-day case study of four coding agents on one repository, and what to pin instead of writing...

Liquid syntax error: 'raw' tag was never closed

Somebody on r/kubernetes asked the question properly this week: what should a read-only debugging bot...