Legacy Software Modernization in the AI Era
How AI changes the economics of legacy modernization, and why architecture, data ownership, and incremental migration still matter.
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Practical architecture decisions, tradeoffs, and operating lessons from software that has to survive business change.
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AI Workflow Automation for Small Businesses: Where to Start
Choose a first AI workflow pilot by comparing simpler options, checking review effort, and defining evidence to continue, revise, or stop.
Building Inbox2Order: Human-Reviewed Email-to-Order Automation
How Inbox2Order turns unstructured email requests into validated order drafts while keeping business-system writes under human control.
The Pitfalls of AI Vibe-Coded Projects in Production
Production risks in AI prototypes: fragile inputs, missing monitoring, unclear permissions, and release scope.
From Text to Intelligence: My Fresno DevFest Keynote on Embeddings
Expanded recap of my Fresno DevFest keynote using personal notes and slides to explore embeddings, vector databases, and AI-powered search.