Building the First Production Service at a Startup: Decisions Under Uncertainty

Three months into the startup, the prototype was working and investors were asking for a production timeline. We had a Postgres database, a Python script doing the core business logic, and no infrastructure to speak of. The decision: rewrite in Go, build proper infrastructure, or ship the Python and iterate? And if we rewrite, what does “proper infrastructure” mean when you have six engineers and four months of runway? ...

June 26, 2019 · 5 min · MW
Available for consulting Distributed systems · Low-latency architecture · Go · LLM integration & RAG · Technical leadership
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