Hi, I’m Samuel. I’m documenting my DevRel journey as I live it.
This space is where I share thoughts, experiments, wins, and hard lessons from doing developer relations in real time. No heavy tooling. Just honest reflection and practical notes from the field.
Latest Writing
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Semantic Caching in Production
Repeated user intents can quietly inflate LLM cost and latency. Semantic caching helps, but production use comes with trade-offs.
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Notes from a Better Docs Office Hour
The most useful office hours start with one concrete user task and one measurable outcome.
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Developer Onboarding Feedback Loop
A practical feedback loop for improving developer onboarding after each release.