~/talk

How to manage complexity in distributed applications

Talkat PyData Barcelona 2017 · 2017-05-19..05-21· [microservices]
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Claims that communication and carefully designed abstractions tame distributed complexity: a two‑year effort produces a working in‑house streaming glue rather than buying Kafka and it proves adaptable. Concrete moves include built a custom streaming glue called film, adding a second, user‑friendly API layer, and inventing IDN message language for portfolios. Surprising metrics recur — six developers is harder to manage than six servers, hundreds of mortgage variants, millions of CPU cores — and practices that work are one‑model‑per‑developer with packaging and a bookkeeper.

AI-written summary · about

  1. 0:00Introduction
  2. 5:04Traditional architecture failures
  3. 13:56Better abstractions in systems
  4. 23:32Documentation and ownership
  5. 29:59Key takeaways
  6. 31:02Q&A
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