~/talk

The Trouble with Tracers

Talkat NodeConf.EU 2019 · 2019-11-10..11-13· [observability, nodejs]

Explains concrete failures and solutions: a mock tracer and a working demo of monkey-patching require and a custom shallow-clone for transpiled exports, shows how async callbacks and connection pooling produce misattributed spans, and why naive setTimeout wrapping leaks memory. Dives into async_hooks pitfalls, W3C Trace Context headers, OpenTelemetry merger and Elastic APM tooling, outlines partial fixes (require-in-the-middle, sampling, worker-thread offloading) and documents which hacks work today and which problems remain.

AI-written summary · about

  1. 0:00Introduction to tracing
  2. 1:14Fundamentals of spans
  3. 2:55The challenge of automation
  4. 5:33Monkey patching techniques
  5. 10:48Handling asynchronous operations
  6. 13:06Memory and callback pitfalls
  7. 16:50Propagating trace context
  8. 19:12Evolution of tracing standards
  9. 22:57Best practices and future
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