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Andrew Hyte is a Principal AI Engineer at Fishbowl Inventory building the internal AI platform that lets engineering teams ship software faster without sacrificing quality. His work spans three layers of the agentic stack: context engineering systems that transform stakeholder requirements and institutional knowledge into structured inputs, agentic execution environments where Claude Code and MCP-based systems plan, implement, and iterate against real production codebases, and LLM evaluation loops that verify agent output against business intent before human review.

Promoted from Software Engineering Manager and Senior Software Engineer, Andrew previously architected Fishbowl's production MicroFrontend solution with SingleSPA, unifying products built in React and Angular, and won the company-wide Applied AI Hackathon as team lead by building a conversational agent with an MCP server that automated common user workflows in two days. He led a 20-member pod as Scrum Master and drove adoption of cutting-edge AI coding tools across engineering.

Before Fishbowl, as Lead Frontend Engineer at ON Platform (GameOn), he shipped a B2B portal for customizing conversational AI chatbots and built a no-code Canvas drag-and-drop reply-flow editor, while optimizing CI/CD with Vite, Netlify, and GitHub Actions.

Earlier roles at Bark Technologies and Router Limits saw him leading integration and development projects in fast-paced environments. His software journey began at the Missionary Training Center, where he built a missionary chat app and honed his engineering skills.

Outside of work, Andrew enjoys hiking, skiing, and spending time with his wife and two kids. A hands-on builder, he's always working on new projects—ask him about his latest carpentry endeavor.