Tag: Java
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Distributed Systems Meets ML: the Agentic SDLC Connection
What happens when an 11-year distributed systems engineer goes back to academia for ML? Notes from Georgia Tech OMSCS Computing Systems + ML specialisation — surprises, gaps, and insights.
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TDD + BDD in the Agentic SDLC Era: Before, After, and What Actually Changed
TDD is a design practice, not a testing checkbox. Here’s why TDD + BDD still wins in 2026 enterprise Java — and how agentic AI tools like Claude Code are making it easier to actually do it right.
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Building Event-Driven Systems with Kafka: 11 Years of Lessons + the Agentic SDLC
Consumer group semantics, partition count gotchas, Schema Registry as a first-class citizen — 11 years of Apache Kafka lessons from healthcare to workforce management.