Aug 5, 2026
I Audited Every 'Done' My AI Reported — All Three Were Wrong
Every "done," "already measured," and "wired into the build" my AI handed me — I ran three of them back against the primary record.
Indie AI Lab
Experiments in building businesses with AI.
Concrete code, honest costs, real failures. We try things out for ourselves, then publish what we learned — prompts, scripts, and receipts included.
What you'll find here
AI in real workflows
How Claude, Gemini, GPT and friends behave when we actually wire them into something — not just on a benchmark.
The receipts
What a thing actually costs to run. Tokens, hosting, API minutes — broken out so you can decide for yourself.
The stumbles, too
When a bet doesn't work, we say so and show the math. The corrections matter more than the wins.
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Aug 1, 2026
I Automated My YouTube Channel with 8 AI Agents — and It Stopped Silently for 7 Days
Eight AI agents handle every step from script to publish-ready packet — overnight, without me. My only job: open the daily brief and upload the finish. But last week, that "once a day" setup sat stopped for seven days, and nobody noticed.
Jul 19, 2026
3 AIs, One Afternoon: Claude vs GPT vs Gemini on Real Work (Scored)
I gave Claude, GPT, and Gemini the same afternoon of real work. Same 32-page report, same instruction: extract it, analyze it, write the brief. I built the answer key before anyone ran. Then I scored all three.