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In this episode of New Breakpoint, Arnauld Lheureux joins host Michelle Sandford for a hands-on guide to shipping with confidence in an agent powered world. The core idea is simple: treat the spec as the product, and let agents do the heavy lifting, as long as you give them the right constraints. Arnauld walks through what makes a spec implementable: • Clear outcomes • Non-goals • Edge cases • Acceptance criteria • The smallest testable slice From there, we unpack how to translate that spec into high quality agent tasks for implementation, tests, refactors, and documentation, while keeping humans in control of intent and tradeoffs. You will learn practical prompting patterns, review checkpoints, and how to avoid the common failure modes like scope creep, plausible but wrong code, and inconsistent behavior across environments. We close with an enterprise lens: how teams use GitHub Enterprise to operationalize this approach with governance, security boundaries, and a growing ecosystem of custom and third-party agents. If you want a repeatable playbook that turns specs into merged pull requests with less toil and fewer surprises, this is the episode. Chapters: 0:00 – Welcome to New Breakpoint 0:55 – About the Series & APAC Community 1:38 – Meet the Speaker: Arno Loro 2:41 – Shipping with Confidence in an Agent‑Powered World 3:46 – Spec‑Driven & Intent‑First Development 4:37 – What Makes a Spec Agent‑Ready 5:52 – Using AI to Clarify Requirements 7:10 – Common Gaps in Real‑World Specs 8:13 – Let Agents Build Other Agents 9:29 – Copilot as a Daily Development Partner 10:20 – Safest Place to Start with Agents 11:59 – Live Demo: Automating a Real Dev Workflow 14:07 – Building Custom GitHub Copilot Agents 17:09 – Agents for Backlog & Open Source Maintenance 21:15 – Breaking Specs into High‑Quality Agent Tasks 23:52 – Introducing Spec Kit (SDDD) 26:28 – Templates, Constitution & Specs Explained 29:24 – From Constitution to Implementation 32:24 – Customizing Spec Kit for Your Org 35:03 – Staying in Control with Agents 39:02 – Human Accountability & AI Reviews 42:11 – Security, Copilot & GitHub Advanced Security 46:09 – Recorded Demo: Spec → Plan → Implement 52:16 – Why Specs Matter More Than Code 57:20 – Writing Better Specs vs Better Code 1:00:02 – Wrap‑Up & Resources [eventID:26850]