Writing

Notes from the inside.

What it actually takes to run a company on agents, written while doing it.

• Sep 23, 2026 / 15 min readJev Is Not a Chatbot. It Is a Judgment You Can Call.A new kind of AI model launched this month. It cannot write a sentence. You send it a situation and a question, and it sends back an answer with a probability in a few hundred milliseconds. Here is what it is, what people built with it in its first week, where it breaks, and the open source models already claiming to beat it.
• Sep 21, 2026 / 14 min readHow I Cut My GPT-6 Astra Usage by ~95% Without Losing QualityKeep Astra on the judgment. Give the busy work to DeepSeek V4.1 Flash. I built an orchestration package that does exactly that inside Codex, and measured it across a full build.
• Sep 16, 2026 / 9 min readWhy Everyone Started Saying AI Is Dangerous This MonthThe labs, a former president and a former vice president all asked to slow AI down in the same week. Anthropic has given $40 million to a policy group, and one of its earliest investors funds the evaluator, the journalism fund and the statement organizers. None of that is hidden. The question is what it adds up to.
• Sep 15, 2026 / 14 min readHow I Run a Coding Agent on GPT-6 Pro Without Touching My Codex LimitsCodex and Work share one allowance. Regular Chat has its own. Here is how to point a normal ChatGPT conversation at your files and let Astra do the work, step by step, with the safety rails I actually use.
• Sep 5, 2026 / 10 min readHow Companies Will Be Run by AI AgentsAI can now do real work, not just answer questions. That changes what a company is. Here is what it takes to run one on agents, and the order it has to happen in.
• Mar 25, 2026 / 14 min readHow to Build Claude Code Skills That Actually WorkMost people using Claude Code are repeating themselves every single session. Skills fix that. Here's how to build them.
• Feb 19, 2026 / 9 min readThe Layer Everyone Ignores Is What Makes Agents ScaleEveryone is focused on the wrong thing.
• Feb 4, 2026 / 9 min readYou Were Given Infinite Creative Power and You're Spending It Making Things You Don't Care AboutYou have more creative power than Da Vinci, Spielberg, and The Beatles combined. That's not a metaphor. A single person with AI can now do what used to require entire studios, orchestras, and dev teams. And you're using it to build something you wouldn't want to be remembered for.
• Dec 10, 2025 / 6 min readHow AI Turns Agencies Into SaaS Companies (Without Writing a Line of Code)Most agency owners still think AI just makes their existing work faster. They're missing the real shift. AI isn't simply accelerating workflows. it's rewriting the entire economics of what an agency is.
• Sep 9, 2022 / 7 min readHow I created a generative NFT project in 1 hour with no code (and how you can too)Despite the years I've spent learning how to do things the hard way, here is the easiest way possible to create and launch your own NFT project with no code or prior experience needed.