Where Will the Next Experts Come From?
AI can help beginners do work that once took years to learn. Whether it helps them build the judgment behind that work may depend on what they already know.Continue reading→
Can We Still Tell What We Know?
Working with AI can make a result clearer. Two studies suggest it can also blur how much of that clarity is ours.Continue reading→
When Intelligence Becomes Cheap, What Should Remain Difficult?
When intelligence becomes cheap, some cognitive friction is worth keeping. On AI, learning, and which parts of thinking we should refuse to delegate.Continue reading→
Your website’s hidden AI compliance problem
Any company that uses AI and a website has two compliance surfaces that drift silently. Here is what an AI compliance watchdog actually checks.Continue reading→
A Handoff Brief for AI Agents
The kanban board showed what was in flight, not where to start. The follow-up: a handoff brief that survives the gap between AI agent sessions.Continue reading→
An Outside Reviewer for My AI — How I Stopped Claude From Grading Its Own Homework
A 35B local model, briefed per task, calling out what Claude misses. The cheapest correction I have found — and it runs on the laptop I already had.Continue reading→
The Kanban My Agents and I Share
I built a five-column kanban board so the agents and I could see the same picture of what is in flight. Smallest infrastructure I shipped this year.Continue reading→
What an AI Newsroom Actually Costs — and What I Got Wrong
Real numbers from a working AI newsroom — running costs, what failed, and the lessons that only show up after you ship.Continue reading→
Kinetic Typography and AI-Generated Art — Building a Visual Identity
Kinetic typography, code rain, and AI-generated illustration. How category-driven design keeps an automated blog from looking automated.Continue reading→
The Night Council — When AI Debates Itself
Three AI personas argue strategy at 2 AM while I sleep. How structured multi-perspective debate replaced the blank-slate problem with compounding insight.Continue reading→
From Prompt to Published — The Content Pipeline
How I built an automated AI content pipeline with Claude, ComfyUI, and Telegram. From topic research to one-tap publish — where human review is the design, not the bottleneck.Continue reading→
The AI Newsroom — One Developer, Three Agents, One Bottleneck
How I built a fully automated AI blog with Claude, ComfyUI, and a Telegram approval workflow — and why human oversight is the most important feature.Continue reading→