AI That Knows Your Code Better Than You Do

Microsoft Innovation Podcast

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🎙️ FULL SHOW NOTES
https://www.microsoftinnovationpodcast.com/703

What happens when AI becomes your most insightful team member? In this episode, the team dives into a real-world case where a custom-built AI copilot transformed 7,000+ DevOps work items into a 120-page strategic report—without a single meeting. From surfacing hidden productivity patterns to reshaping how teams collaborate, this conversation explores how AI is no longer just a tool—it’s a force multiplier. Whether you're an AI optimist, skeptic, or somewhere in between, this episode will challenge how you think about intelligence, creativity, and the future of work.

🔑 KEY TAKEAWAYS
AI as a Knowledge Synthesizer: Learn how a custom copilot built on DevOps data enabled full project, code, and tech reviews—without needing every stakeholder on a call.
The 80/20 Insight: Discover how AI surfaced that 20% of a team was doing 80% of the work, revealing critical knowledge silos and opportunities for upskilling.
From Fear to Fluency: Understand the psychology behind AI resistance—fear, change aversion, and the myth of being “too special to be replaced.”
AI for Accessibility: Hear how AI empowers professionals with dyslexia and other challenges to communicate more clearly and confidently.
The New Baseline: Why using AI isn’t cheating—it’s the new standard for productivity, clarity, and competitive edge.

🧰 RESOURCES MENTIONED
👉 Microsoft 365 Copilot – AI assistant integrated into Microsoft tools
https://www.microsoft.com/en-us/microsoft-365/copilot
👉 Azure DevOps – Project management and code repository platform
https://azure.microsoft.com/en-us/products/devops
👉 Microsoft Fabric – Unified data analytics platform
https://www.microsoft.com/en-us/microsoft-fabric
👉 Gallup AI Adoption Report – Referenced for workplace AI usage trends
https://www.gallup.com

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Thanks for listening 🚀 - Mark Smith

Chapters

1. AI That Knows Your Code Better Than You Do (00:00:00)

2. Welcome & Warm-Up (00:00:01)

3. AI Adoption & Copilot Creativity (00:02:43)

4. Building a Custom AI Copilot (00:03:43)

5. Human Insight from AI Patterns (00:06:04)

6. AI, Bias, and the Rage Camp (00:11:43)

7. The Myth of Being “Too Special” (00:22:37)

8. AI, Accessibility & Academic Controversy (00:31:47)

731 episodes

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