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Latest Posts

• The Fallback That Was Worse Than the Failure

  reliability architecture consulting debugging

  A client's "graceful degradation" strategy silently served stale pricing data for 11 hours. The outage would have been better.

  Published On

  June 12, 2026

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• We Instrumented Our LLM Calls and Found the Budget Leak

  observability ai opentelemetry consulting debugging

  A client's AI features were burning through their OpenAI budget 3x faster than projected. Adding OpenTelemetry's GenAI semantic conventions revealed the problem wasn't what anyone expected.

  Published On

  June 10, 2026

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• Your Healthcheck Endpoint Is Probably Lying

  reliability infrastructure kubernetes consulting

  Most healthcheck endpoints return 200 OK as long as the process is running. That's not a healthcheck — it's a pulse check. Here's what happened when we confused the two, and what a real healthcheck should verify.

  Published On

  June 8, 2026

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• The Memory Limit We Copy-Pasted From Stack Overflow

  kubernetes debugging performance consulting devops

  A client's pods were getting OOMKilled during peak traffic, but the team spent days chasing application bugs. The real problem was resource limits that nobody had revisited since the initial cluster setup.

  Published On

  June 5, 2026

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• We Added Tracing and the Architecture Diagram Was Wrong

  observability architecture opentelemetry consulting debugging

  A client was confident about how their services talked to each other. Then we instrumented the system with OpenTelemetry and found out what was actually happening.

  Published On

  June 3, 2026

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