The thinking behind every deciqAI agent — open-sourced.

Know where your judgment is reliable and where it isn't — stay inside the circle, and widen it deliberately.

Commit far enough below your estimate of worth that even a wrong estimate still leaves you safe.

The real cost of any choice is the next-best thing you gave up — not what you paid.

Assume the plan already failed catastrophically, then work backward to name the causes — before you commit.

A small fraction of inputs produces most of the output. Find the vital few; ignore the trivial many.

For large, irreversible, life-defining choices, pick the path you'll least regret — not the highest EV.

Before you remove a rule or process, understand why it was built. Only then are you fit to judge it.

Small consistent growth compounds into astonishing long-run results — in capital, skill, and reputation.

We seek and weight evidence that confirms what we already believe. Hunt for what would prove you wrong.

Money and effort already spent are gone. Decide only on the marginal cost and benefit from here forward.

Break a problem into parts that are mutually exclusive and collectively exhaustive — no overlaps, no gaps.

The durable structural advantage that keeps competitors from competing your returns away.

Industry profitability is set by five forces — rivalry, buyers, suppliers, entrants, and substitutes.

People don't buy products; they hire them to make progress in a circumstance. Find the job.

A startup searches for a repeatable business model. Test the riskiest assumption before you scale it.

An MVP isn't a small product — it's the smallest test that yields trustworthy evidence about one assumption.

Some products get more valuable the more people use them. Map the loop; defend the cold start.

Beyond robust: systems that gain from disorder. Cap the downside, leave the upside open.

Rare, extreme, explained-only-in-hindsight events dominate outcomes. Build for the tails you can't predict.

Every metric, model, and deck is a simplified, aging abstraction. Don't confuse it with reality.