Engineering Insights

Silkate insights on Engineering Insights.

• Evals and Observability for Agents in Production: What We Instrument and Why

  We've shipped enough production agents now to know which traces matter, which evals catch real regressions and which dashboards no one ever opens. Here's what we instrument and why.

• WebRTC in Production: The Parts the Tutorials Skip

  WebRTC tutorials show you how to connect two browsers on localhost. Production deployments are different. Here is what you need to know before you ship.

• What We Learned Building an NLP Resume Parser

  Parsing resumes at scale is harder than it looks. Here is what we learned from building an ML-based resume parser - what worked, what failed and where the real complexity hides.