~/talk

Python Powered Serverless Observability

Talkat PyCon US 2024 · 2024-05-15..05-23· [observability]
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Claims that Python runs the bulk of serverless workloads and can be instrumented with concrete tools and few lines of code: example service built as three Lambdas (vanilla, AWS-instrumented, OTEL-exporting) with code in the GitHub repo, structured logs to CloudWatch Logs, metrics via Embedded Metrics Format and AWS Lambda Powertools, traces via AWS X‑Ray or exported to Honeycomb through OpenTelemetry, zero‑code instrumentation using a Lambda layer, tracing sampled at ~1 req/sec + 5% and cost anecdotes of ~20× cheaper than equivalent container setups.

AI-written summary · about

  1. 0:00Python serverless observability
  2. 2:15Why Python excels
  3. 5:18What serverless computing means
  4. 6:25Defining observability
  5. 7:56Structured logging
  6. 13:16Metrics in observability
  7. 18:29Tracing workflows
  8. 25:49OpenTelemetry observability
  9. 35:05Designing observability
  10. 40:53Custom metrics in Lambda
  11. 44:47Enriching traces
  12. 51:11Zero-code instrumentation
  13. 56:30Logging best practices
  14. 1:00:37OpenTelemetry tooling
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