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docs(observability): performance baseline and bottleneck analysis #177

Description

@chitrank2050

Problem

Load test results need documentation — what was tested, what the numbers mean, where the bottlenecks are, and what the scaling strategy is.

Proposed solution

Document:

  • Test environment specs (Docker Compose resource limits)
  • Results per test scenario (table: RPS, p50, p95, p99, error rate)
  • Bottleneck analysis (what broke first under load)
  • Scaling recommendations (horizontal: more app instances, vertical: bigger DB)
  • Comparison against SLO targets

Additional context

This is the document you'd show in an architecture review: "here's our system, here's how it performs, here's what to do when we outgrow it."

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