STfA
Symptom-to-path

Brittle Integration Chain

A small change at one end of the delivery chain causes outages, rework, and long stabilization efforts somewhere else.

archetypes

Fixes That Fail

A quick remedy eases the acute symptom immediately, but it triggers hidden side effects that return in the medium or long term.

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Why this step:Makes the underlying pattern visible that keeps producing Brittle Integration Chain in everyday work.
diagnostics

Dependency Mapping

A visualization of technical and organizational entanglements that exposes bottlenecks and dangerous coupling.

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Why this step:Helps explain Brittle Integration Chain not just descriptively, but in a structurally understandable way.
diagnostics

Stock and Flow Mapping

The precise quantitative map of systems thinking. It visualizes architecture as a network of stocks that fill and drain through rates.

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Why this step:Adds a second perspective to the diagnosis so that side effects and limits become visible.
interventions

Coupling Reduction

The deliberate cutting of hard, blocking dependencies between parts of the system to buy local autonomy at the cost of some consistency.

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Why this step:Derives an initial intervention from the diagnosis that targets structure rather than only the symptom.
tooling

System Mapping Tools

An architecture decision tree. When do we reach for Miro, when Kumu, when Backstage, and when Vensim? A matrix against dangerous tooling dogmatism in mapping work.

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Why this step:Supports the practical implementation and documentation of the path from Brittle Integration Chain to change.

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