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The method

Six stages, and a way out of each one.

A system for tracking what matters, writing down what you expect before you act, installing reversibly, inspecting against the expectation, versioning when reality finds the edges, and expiring what stops working.

FREE, ALWAYSThis page is not gated and never will be. It sits behind no email form. What a membership buys is the boundary-case library, the versioned tooling, and the governance layer — not the method itself.

The six stages

Track

Point a system at a domain. Scheduled and automated, not manual browsing.

Tracker output, daily log

Hypothesize

Write down what you expect before acting. What changed, why it matters, what success looks like.

Decision record

Run

Install the smallest reversible version. Never the full commitment first.

Vertical slice, pilot protocol

Inspect

Measure against the hypothesis. Not against how you feel about it.

Review note with numbers

Version

Reality found an edge. Encode the boundary, bump the rule, loop back.

Boundary case, versioned rule

Expire

Every adoption carries a kill date. Nothing is permanent by default.

Expiry date on every decision

The three exits

Inspect has three ways out. One loops.

Most frameworks stop at Inspect and offer two outcomes. It worked, or it did not. The third is the common one, and it is the only one that compounds.

Holds · no change
The hypothesis survived the review. The next inspection is scheduled and nothing else happens.
Version · loop back
Reality found an edge. Encode the boundary, bump the rule, and return to Hypothesize. Every boundary encoded is a boundary that never costs you again.
Expire · no loop
It failed against the hypothesis. Removed, with the reason recorded. Nothing is adopted permanently, which is what makes adopting aggressively safe.

Why version is the point

A system with fifty documented edges cannot be copied by reading its description.

Binary pass or fail is not what happens in practice. What happens is: it mostly works, then something at the edge breaks, and the rule gets tightened. That is the third exit, it is the most common one, and it is the one that accumulates.

A published case states the rule that was added and what that rule still fails to catch. A case without both is marketing, not evidence.

TWO IDEASNothing is adopted permanently — that is what makes aggressive adoption safe. And the boundary cases are the asset.

What a membership adds