srand.info is my personal knowledge base: a collection of projects, technical notes, lessons learned, experiments, and occasional detours. My career and interests have crossed software, infrastructure, photography, automotive work, and independent media.

The categories will evolve, but the purpose is simple: document what I build, preserve what I learn, and share anything that might be useful or interesting to someone else.

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Automotive, Software & Infrastructure

Turning Dealership Email Chaos Into A Template Builder

Archive note, November 2025: This post is based on BDC.aztexsystems template-builder documentation and field inventory notes. Automotive email campaigns look simple from the outside. A vehicle photo. A price. A button. Maybe a logo and a disclaimer. Send it to customers and move on. Inside the workflow, it is messier. There are single-vehicle offers, multi-vehicle … Read more

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AI, SoCalNomad, Software & Infrastructure

Feed Reliability Before AI Magic

Archive note, November 6, 2025: This post is based on SoCalNomad newsfeed deployment and feed-reliability documentation from October 2025. AI was never the first hard problem in the SoCalNomad newsfeed. The first hard problem was getting ordinary RSS feeds into a database reliably. That sounds less interesting than clustering, summarization, or automated publishing. It was … Read more

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