Deep dives into systems architecture, civil engineering principles applied to software, and building for long-term stability.
Three years on marine piling and concrete QC at a working port taught me a discipline I now apply to backend architecture: there is no undo once the concrete is poured, and there should not be one in production either.
READ ARTICLE →Building Agent Workspace — a mobile agentic coding environment with sandboxed execution and RAG memory — clarified what actually separates AI agent engineering from adding an API call to a CRUD app.
SAYPO pairs a Capacitor mobile app with offline-first SQLite and a Gemini-powered AI coach against a 98-endpoint NestJS backend. Here is how the pieces fit, and the decisions that kept a solo-built system maintainable.
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