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AI Tinkerers Nashville — March 25, 2026
Eliminating Waste in the SDLC
What happens when AI can use your tools. A 10-minute talk applying lean manufacturing principles to AI-augmented software development.
When AI can use the same tools you use — Jira, GitHub, Sentry — the bottleneck in software development shifts from writing code to everything around the code. This talk applies the Toyota Production System’s waste-elimination framework to an AI-augmented development workflow, showing how MCP tool handoff, Gherkin specifications, and encoded quality gates systematically remove entire categories of waste from the software development lifecycle.
Companion Blog Post
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