~/talk

Evolutionary Architecture: The What. The Why. The How.

Talkat Craft Conference 2025 · 2025-05-29..05-30· [software-architecture]
slides:none on file

Claims a four-step evolutionary path for architecture: start as a monolith for 3–5 clinics with ~1,500 patients and 100 staff, evolve code into modules with separate DB schemas and solution-structure tests, adopt inbox/outbox or simple in-memory queues or Postgres outbox for async, then add read replicas and only later cache. For growth (20 clinics → 10k patients; later 300 clinics → 100k patients with patient treatment generating 40% of traffic) the remedy is extracting hotspots into a separate deployable service that scales. Simplicity, Maintainability, Growth, Complexity modular monolith → patient-treatment microservice

AI-written summary · about

  1. 0:00Evolutionary Architecture intro
  2. 3:12Software architecture challenges
  3. 6:02Four steps overview
  4. 8:34Healthcare domain case study
  5. 12:36Step 1: Simplicity
  6. 21:29Step 2: Maintainability & scaling
  7. 28:44Step 3: Microservices growth
  8. 33:01Step 4: Complexity handling
  9. 37:55Key principles & advice
  10. 38:59Q&A
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