Approach

How I move from discovery to delivery and learning.

I adapt the method to the context while keeping evidence, visible ownership, human judgment, and safe change in view.

  1. 01

    Frame

    I begin by understanding the problem, the people affected, the constraints, and what evidence would count as progress.

  2. 02

    Align

    I make ownership, decisions, scope, dependencies, risk, and trade-offs visible before committing to a direction.

  3. 03

    Design

    I look for the smallest useful solution and define human checkpoints, failure paths, acceptance criteria, and a way back.

  4. 04

    Build

    I work in inspectable increments, stay close to the technical and operational model, and document the decisions that matter.

  5. 05

    Verify

    I test the real workflow, including failure and recovery paths, using evidence from users, systems, releases, and operating conditions.

  6. 06

    Evolve

    I examine what changed, support adoption, improve the system, and separate demonstrated needs from ideas that still need testing.

Evidence and claims

I keep claims proportional to what can be shown.

Human review

I include review, exception, and fallback paths in critical automation.

Release boundaries

I treat build, validation, deployment, and publication as separate decisions.

Operational needs

I account for monitoring, recovery, documentation, and ownership early.

Tell me about the context.

Describe the problem, the people involved, and what a better outcome would change.

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