STfA
Symptom-to-path

Microservice Explosion

The number of services grows faster than the team's ability to manage them. That creates operational overhead and the typical symptoms of a distributed monolith.

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:Explains why adding new services creates short-term relief but increases complexity exponentially in the long run.
diagnostics

Causal Loop Diagrams

Visual maps that clarify complex architecture problems by making circular cause-and-effect structures explicit.

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Why this step:Visualizes the delays and feedback loops between service growth and maintenance effort.
diagnostics

Dependency Mapping

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

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Why this step:Shows which service couplings are effectively holding the distributed monolith together.
interventions

Boundary Design

The physical and logical redrawing of boundaries such as APIs and team structures to drastically reduce friction and handoffs across the system.

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Why this step:Offers ways to reshape services along business boundaries rather than technical ones.
tooling

Dependency Graph Analysis

Cartography for architectural minefields. Tools that prove mechanically that a tiny change in "Frontend B" can somehow blow up "Backend Z.

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Why this step:Makes critical dependency clusters visible and prioritizes decoupling along real communication paths.

Ready for the workshop?

Copy this sequence as a structured agenda for your next architecture meeting or team workshop.