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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.
Read articleData Engineering for LLMs: Building Production RAG Pipelines
Every organization is bolting AI onto its products; few have infrastructure to feed enterprise data into models reliably. Parsing, chunking, metadata, and vector databases — the new ETL.
Read articleSkillUp for the AI Age: A Practical Roadmap
AI won't replace developers — but developers who can build with data and AI will replace those who can't. A concrete learning path that starts with fundamentals.
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