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Notes from the field on data engineering, AI, and building software that lasts.

1 of 1 article tagged Go · Clear filters

30 August 2026 · 14 min read

Strategic Modern Software Architecture

Bad software does not announce itself as a cost. It arrives as a cloud bill growing faster than the business, a portal staff quietly work around, and customer data scattered across vendors nobody has audited. This is the case for a lean stack - compiled Go services, a typed frontend, one PostgreSQL holding both records and AI embeddings, and analytics that run where the data already sits - written for the person signing for it rather than the person maintaining it.

ArchitectureGoPostgreSQLpgvectorDuckDBAICost
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