Writing

Notes from
the work.

Architecture, modernization, applied AI and the decisions behind reliable software.

Beyond the Chatbot: Building Agentic Workflows for Real-World Due Diligence

Why 'Chat with PDF' isn't enough for business strategy, and how we engineered Python-based AI Agents to automate complex investment analysis.

From Monoliths to Microservices: What 15 Years of Java Taught Me About Node.js

Why a veteran Java Architect embraced Node.js for Cloud-Native systems, and how to apply Enterprise rigor to modern JavaScript runtimes.