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Building AI Workflows with CEO Peter Vasilion

Building AI Workflows with CEO Peter Vasilion

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In this wide-ranging Engineering the Loop chat, Alec Harrison and Brian Gorman welcome Peter Vasillion—CEO & AI Partner at Facet Interactive—to dissect how “models in the loop” are changing the way businesses ship software and automate everyday work.

Peter traces his journey from rebuilding Pentium-2 towers in his parents’ Southern California warehouse to guiding Fortune-level AI roll-outs. The trio swap stories about:

  • Rapid prototyping with LLMs – how Claude 4 Sonnet spun up a functional Blazor app for a non-developer in minutes, and why starting with a strong domain brief still matters.

  • 🧠 Treating your AI like a junior hire – prompt-engineering, RAG, and iterative feedback loops that “skill up” an agent the same way you’d mentor a new teammate.

  • 🛡️ Agent governance & bias – building ruler-slap guardrails in n8n workflows, the danger of hidden corporate filters, and what happens when monetization meets model moderation.

  • 🤖 Assistant futures – from AI scheduling podcast guests to autonomous purchase-making, and the sociotechnical ripples when your virtual assistant becomes a trusted coworker.

Whether you’re wrestling with shadow-IT Power Apps, dreaming of a personal Telegram bot, or just curious about where the next wave of AI commoditization leads, this conversation is packed with practical war stories and forward-looking caution flags.


Links promised in the show notes

  • Peter Vasillion on LinkedIn – https://www.linkedin.com/in/pvasilion/

  • Facet Interactive – strategy, data & AI consulting https://facetinteractive.com/

  • n8n.io – open-source, agent-friendly workflow automation

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