Essays
Slow notes on architecture, design patterns, Spring Boot in production, and the gap between specs and skills. Many cross-posted from Medium.
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From isolated contracts to orchestrated flows: Arazzo and the future of API governance
Arazzo bridges the gap between what OpenAPI documents and how APIs are actually used in production: business flows, inter-call dependencies, and governance over real sequences.
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API-First Flowline: A Fully Automated Path from AI-Driven Spec Design to Production
An eight-stage contract-first lifecycle—from governance and AI-assisted OpenAPI to CI gates, docs, clients, adoption, and feedback—built with open tooling when there is no single vendor platform.
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SkDD: When the Skill Transcends the Spec
A methodology that emerged from real team experience — and how it extends Spec-Driven Development rather than replacing it.
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