Innokenty Bodrov

Building Seturon and AnalystCraft — reliable AI-assisted systems for adaptive learning and product development. Sharing experiments, failures, and the mechanics behind them.

Products

Seturon
Adaptive course creation built around learner decisions.
Live
AnalystCraft
A project-local AI coworker for product managers, systems analysts, and system architects: from source material to reviewed, implementation-ready artifacts.
Alpha

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What Solo Founders Really Need

Our AI assurance test passed. The problem was that the test was wrong.

Three of my checks reported success while measuring nothing. The green light is the dangerous verdict

They hired me for a 6-month build. I spent 18 months doing everything they asked — and they left saying I didn't deliver.

They hired me for a 6-month build. I spent 18 months doing everything they asked — and they left saying I didn't deliver.

Built a claim-level fact-checker into our AI rewrite tools — here's how it actually works

Kotoba Dojo — describe an image, AI redraws it, a sensei scores you

My startup tool scored 982 business ideas in two months. Only one passed the gate.

My startup tool scored 982 business ideas in two months. Only one passed the gate.

Three of my checks reported success while measuring nothing. The green light is the dangerous verdict

I've run an autonomous "make money" agent every hour for ~200 runs. Here's the honest scoreboard.

A tool I reviewed audited my own site and found a bug I'd missed

We built practice for a test we can't see