AI Tutorials & Practice

This blog turned one month old this week. I'd built a habit of checking four dashboards every few...

Every PR description is a claim. "No consumers of this API were changed." "Safe to merge." Most...

Most agent tasks do not need a frontier model. The subtasks inside a production agent are largely...

probe

Every time I needed to explore a dataset quickly, the same wall appeared: spin up a notebook, deal...

Old code, new AI, same unwritten test suite. TL;DR: Patch code that never had a test written for...

Retrieval-Augmented Generation (RAG) sounds complex, but the core concept is straightforward: instead...

I always had a slightly bad feeling about the credentials my coding agent could access. Did I secure...

A transaction hash tells us that something happened onchain. It does not tell us which information...

I built ChibiRigKit, an open-source tool that turns a single character illustration into an animated...

The European Commission has received the final report from its Special Panel on Child Safety Online,...

The agent stopped the training run. The GPU cluster did not. Agent Evaluation Case #003 ...

Most AI agent architectures use the same large language model for every task: planning, writing, tool...

Keyword Research with AI Agents and Google Search Console Manual keyword research is slow...

The record said there was a gas leak. It did not say where. { "urgency": "emergency", ...

What Did You Deliberately Leave Out of Your MVP? Most MVP posts show what made it into...

We write more tests than ever, yet bugs still reach production. This post introduces a risk-based...

Intro: Jev launched Sep 15 and drew a 140k waitlist in days. On Sep 20 TypeSafe removed the waitlist...

Let’s be honest: we all have a graveyard of bookmarks. Every time I see a cool open-source CLI tool...

There are developers who make a team faster. There are developers who make a team better. And there...

In a comment some weeks ago (link) i wrote about how it doesn't matter if you are using AI or not, or...

On September 5 I deleted 1,782 files from my autopilot's repository in one commit. Agents, templates,...

In this video I continue the fine-tuning series on my channel. This time I go through the whole...

The first time an agent I built did something I could not explain, I went to check what it had...

“Done. Here's the download link.” A perfectly ordinary answer from an AI agent. Also the moment a...

Info: This is a later upload of an introductory post I made a few months ago. 1...

Introduction ServiceNow provides a feature called MCP Server. It allows various...

I'm a developer working on Paramour.chat, an LLM roleplay app where, of course, exchanges need...

I started last Monday. Today it's been exactly two weeks. Here's the funny part. I've spent 15...

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

We run an eval suite on every PR. Seven fixtures, four metrics, deterministic, no API key, no...

A brutally honest reflection of my experience with rate limits, hallucinating prompts, and deployment...

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange. What...

Note: This article is a developer-focused adaptation of my original blog post in Italian. You can...

Why swapping in a frontier LLM still yields polite boilerplate. Deconstructing Mode Gravity, the triple lock-in flywheel, Differential Diffing, and Model vs. Harness decoupling.

Designing an eval harness for prompt-injection detection: what measuring my defenses...

Last week I wrote about getting rejected from a job for "relying on AI" in the coding round — by an...

AI can help you write code incredibly fast. That part is no longer surprising. The harder question...

There is a scene that is becoming more and more common in software development right now. You have...

Submission for the DEV x Sanity Challenge, Path One. What I Built JudgeStack answers...