Thinking / Edge Case Inc.

Small incident.
Whole-system story.

A fictional software company. Real engineering questions. Follow an unexpected behavior through the runtime, the architecture, and the people who depend on it.

01open case

Each case follows one mechanism through four perspectives: production behavior, architecture, product workflows, and business value.

Fictional team · real trade-offs

01 / Case directory

Start with the symptom.

The opening investigation begins with a duplicate WebSocket effect. Follow the mechanism before deciding where the fix belongs.

CASE 001Series opening

WebSocket lifecycle and duplicate processing

The event that happened twice

A harmless-looking reconnection crosses runtime behavior, ownership boundaries, user workflows, and business correctness.

Follow the investigation

What you’ll investigate

  1. FoxProduction engineering

    Trace listener registration, cleanup, reconnection, and the evidence that separates transport duplication from client duplication.

  2. BearArchitecture in practice

    Decide which boundary owns the connection and how one active subscription becomes an enforceable invariant.

  3. RabbitProduct engineering

    Follow the duplicate event into notifications, user decisions, task state, and the meaning of an action in progress.

  4. HedgehogBusiness value

    Test the explanation against observable evidence and connect technical duplication to support cost and trust.

Read the series on LinkedIn

02 / The investigators

Different questions.
One shared trace.

The characters make invisible behavior easier to discuss. Four follow the opening case; Owl joins when AI or automation changes the question.

Runtime behavior

Fox

What actually ran?

Traces listeners, cleanup, and reconnection before naming the cause.

System boundaries

Bear

Who owns the lifecycle?

Looks for the boundary that can enforce one active subscription.

User workflows

Rabbit

What did the person experience?

Follows duplicate effects into notifications, task state, and decisions.

Evidence & value

Hedgehog

What can we prove?

Tests the explanation against observable behavior and its consequences for trust.

AI & automation

Owl

What changes when we automate?

Joins investigations where AI changes the mechanism or the responsibility.

03 / Keep following the reasoning

From an incident
to a working principle.

Explore the architectural decisions behind product systems, or use the Engineering Wiki to study the underlying concepts.