About this episode

This episode explores spec-driven development and how AI can enhance engineering workflows.

This special Season 3 finale of SEEK Bytes – a podcast for engineers by engineers – dives into one of the biggest AI engineering shifts of the moment: spec-driven development with GitHub Spec Kit. If you’ve been wondering how teams are using AI for more than just code completion, this episode unpacks a workflow designed to help engineers plan better, reduce drift and build higher-quality software faster. From constitutions and user stories to self-healing analysis and the crossover with TDD, this is a fascinating look at how AI can turn messy feature work into a much more structured engineering process. In this episode you’ll learn: • What spec-driven development actually is – and how Spec Kit turns a feature idea into specs, plans, tasks and implementation steps instead of jumping straight into code. • Why the “constitution” matters so much – how one shared set of project rules, dependencies and engineering standards can shape every AI-generated change that follows. • Why this matters beyond engineering teams – how clearer upfront specs can reduce misunderstandings, cut rework and help product, design and engineering stay aligned before expensive mistakes get baked in. 🔔 Follow…

People in this episode

Host: SEEK

Topics covered

• AI engineering
• spec-driven development
• software quality
• engineering workflows
• team collaboration

Mentioned in this episode

Products: GitHub Spec Kit

Books & works: Season 3 Finale

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• Bleeds: The UI State Framework Your Users Deserve (with Eddy Nguyen) · June 23, 2026 · 40 min
• AI Gateway: The Platform Behind Smarter, Safer AI (with Thet Ko) · June 16, 2026 · 45 min

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