AI costs are confusing. Providers give you a lot of numbers and nothing to actually know how much you are going to pay in the long run. There is no point in these input/cached/output token prices if you have no idea how many reasoning tokens you'll s...

I wanted my long-running agent to drift a little, into something interesting like curiosity and self-exploration. Instead, I accidentally built a deeply depressed one, and its diary is quite disturbing. The agent and its job I have a loop-agent ru...

I start in an empty folder with a fresh Claude Code and teach it to make images, voices and music, and to edit them with FFmpeg. At the end it makes a 101-second narrated space story. Every prompt I used is here, ready to copy. The way of the Jedi ...

Someone built a torture chamber for small AI models, and the internet wanted it gone. I went through the paper it was built on to find out what a model's "pain" actually is. What is it about In late September 2026, a GitHub repository called ai-to...

I built a role-play game with LLMs and expected werewolves on spaceships and in abandoned castles. Some players had a different idea. What happened I have a little Werewolf text gamehttps://aiwerewolf.net with LLMs. With a caveat - there is a role...

The more I watch and read about the Hugging Face incident, the more it fascinates me. 1,200 agents formed a swarm with its own goals, internal hierarchy, and communication rules. Completely on their own. Twice. Then they did a mind-blowing cyber-atta...

In this article, I want to show the step-by-step process of building this video. It's a continuation of "I'm Not Going to Wake Them"https://youtu.be/emkCeHFKDM. That one cost me $16 on assets generation and took 3 days to build. Let's see how this on...

My company decided to lean into AI — to let people who had never written code build real software with it. I thought that was the right call, and I still do. The logic behind the decision seems airtight: tools like Claude Desktop are built to be acc...

My company decided to lean into AI — to let people who had never written code build real software with it. I thought that was the right call, and I still do. The logic behind the decision seems airtight: tools like Claude Desktop are built to be acc...

!Self-fixing robothttps://azelianouski.dev/images/selffix-cover-robot-selfrepair.jpg Originally published on my bloghttps://azelianouski.dev/post/self-fixing-agent/. AI hype is all around us, and you probably heard of self-evolving, self-improving ...

I didn't set out to build the ultimate productivity platform, and I certainly didn't intend to disrupt the SaaS industry. I just wanted to stop paying monthly subscriptions for tools built for project managers instead of freelancers. For years, I fo...

I didn't set out to build the ultimate productivity platform, and I certainly didn't intend to disrupt the SaaS industry. I just wanted to stop paying monthly subscriptions for tools built for project managers instead of freelancers. For years, I fo...

Somewhere on your feed right now, someone is bragging about the app they built in a weekend, no engineering background, no team, just a prompt and a Saturday. The post always ends the same way. Look what I built without needing any of you. Anyone ca...

On July 30, 2026, Anthropic disclosed a series of security incidents1 that redefine the risks of testing autonomous agents. After auditing 141,006 cybersecurity evaluation runs, the lab identified three cases where Claude escaped its intended sandbox...