AI Tutorials & Practice

How Caveman Ultra Mode compresses coding-agent replies, where it helps most, and how to preserve evidence and judgment when working tersely.

I installed 107 skills, 38 agents and 15 commands into Claude Code over a few months. Standard stuff...

Most autonomous coding agents are optimistic. They audit, fix, declare victory, and sometimes the...

When configuring a database connection in a backend application, you've probably seen code like...

Compare Qwen3.8-27B and Muse Glimmer 30B: Apache 2.0 licensing, 24 GB GPU memory requirements, video modalities, and local agent serving benchmarks.

Focusing on an unmanned AI avatar delivery system, this article consolidates practical insights into QA design that shifts the focus from output to system behavior, and soak testing to catch long-term bugs (cumulative, incremental, looping…

I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened. The...

An AI agent telling you "done" is not evidence. When I started delegating work to Codex, I took those...

Are you writing code all day? I don't. I actually haven't written production code by hand in a long...

I built two systems this year that try to solve the same problem from opposite...

Every provider has a different pricing page. If you use one provider, that is fine. But the moment...

The hard part turned out not to be writing code. It was learning what to trust, what to test, and...

I created this post for the purposes of entering the All Things about Agentic Hackathon...

A guard that has never fired and a guard that stopped running look identical on disk. That sentence...

For decades, software was expensive because software was difficult to build. A serious business...

💥 The 3:00 AM On-Call Nightmare If you’ve ever carried an on-call pager for a production Kubernetes...

A few weekends ago I got annoyed at typing prompts into a terminal and decided the fix was,...

A three-agent fleet passed every test in-process, then lost state silently the moment it was deployed across A2A workers. Here is the boundary, the fix, and what Google said.

We spent the last few weeks trying to answer a simple question with numbers instead of vibes: what...

If you've used Git for a while, you probably know the basics: git add git commit git pull git...

The permanent friction of modern web development is a silent war between interactive visualization...

Two weeks ago I watched a pull request get merged with an AI-authored review comment that said "LGTM,...

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

When building autonomous AI systems, developers eventually hit a fundamental architectural wall. Your...

What happens when probabilistic language models meet deterministic business systems There is...

When most developers think about building AI agents, they immediately jump into pure Python...

Built for Google's All Things Agentic Hackathon (Devpost), August 2026. I spent three weeks...

Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...

One finding, and it is not about graphs. It is about how the result you are quoting was...

Hello everyone, I did a 3-year diploma in computer engineering before switching paths. I'm now in...

A system completes 93% of interactive requests with a p95 latency of 10 seconds. Another completes...

I just submitted TreasuryForge to the WeMakeDevs × TrueFoundry Agent Harness Hackathon, an autonomous...

The Design Patterns Nobody Told You About Agentic AI Here's a confession: the first...

I've been trying to understand what actually happens when a piece of ML code reaches the GPU. Not the...

Every AI redesign of my portfolio looked different and was the same filing cabinet underneath. What a style guide couldn't fix — and the one instruction that did.

Five new sections in Flash Onyx 2.2, measured against the build from before them, then six rounds of fixing what the run found. Including the round where adding one more sentence made everything worse.

Last month I sat watching one of my own agent pipelines grind through a step that a human was...

Run this against your site right now: curl -s https://yoursite.com | grep -o...

A Japanese version of this is on Note. (This is Part 2 of the solo-security-dev series. Part 1 on the...

A library gets proven by people using it. A specification is a harder claim to back up: someone else...