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AI Coding Competencies: Hype, Realities, and the Future episode artwork

Apr 17, 2026 1 hr 3 min

AI Coding Competencies: Hype, Realities, and the Future

from Coffee With Digital Trailblazers Hosted by StarCIO Digital Trailblazer Community

In a recent episode of Coffee with Digital Trailblazers, Isaac Sacolick led a discussion on AI coding competencies with experts Dave Bachman and David Cassel. They examined AI development tools, emphasizing effective requirement engineering, security considerations, and the challenges of achieving artificial general intelligence (AGI), while spotlighting risks associated with AI-generated code. Chapters (00:00:01) - Coffee With Digital Trailblazers: How AI Is (00:01:26) - AI Coding Competencies (00:05:39) - Dave Bachmann on the Future of Machine Learning (00:11:08) - Coffee With Digital Trailblazers: AI Coding (00:18:39) - Citizen Development with Vibe Coding (00:22:22) - How To Manage the AI Code Development (00:26:40) - Dave and Joanne on Building AI Apps (00:31:19) - The Importance of Writing Requirements (00:32:31) - Coffee with Digital Trailblazers (00:34:25) - Cogeneration and AI on C# (00:37:14) - Does a Software Engineer Have Digital Sovereignty? (00:40:06) - Joe on the Co-Generation (00:40:30) - Will AI Replace the Devs? (00:43:41) - The Need for AI-related Skills (00:47:00) - The Future of Code is Human (00:48:03) - Best Advice for Q&A Tools for Agentix (00:53:31) - Amino vs. AI DevOps (00:55:22) - CIO Network: The Future of AI DevOps (00:56:26) - Six Rules for Leading in the AI World (00:57:44) - Hype around AGI (00:58:45) - Artificial General Intelligence (AGI)

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What this episode covers

In a recent episode of Coffee with Digital Trailblazers, Isaac Sacolick led a discussion on AI coding competencies with experts Dave Bachman and David Cassel. They examined AI development tools, emphasizing effective requirement engineering, security considerations, and the challenges of achieving artificial general intelligence (AGI), while spotlighting risks associated with AI-generated code.

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AI Coding Competencies: Hype, Realities, and the Future

0:00 1:03:46

Chapters

  1. 0:01 Coffee With Digital Trailblazers: How AI Is
  2. 1:26 AI Coding Competencies
  3. 5:39 Dave Bachmann on the Future of Machine Learning
  4. 11:08 Coffee With Digital Trailblazers: AI Coding
  5. 18:39 Citizen Development with Vibe Coding
  6. 22:22 How To Manage the AI Code Development
  7. 26:40 Dave and Joanne on Building AI Apps
  8. 31:19 The Importance of Writing Requirements
  9. 32:31 Coffee with Digital Trailblazers
  10. 34:25 Cogeneration and AI on C#
  11. 37:14 Does a Software Engineer Have Digital Sovereignty?
  12. 40:06 Joe on the Co-Generation
  13. 40:30 Will AI Replace the Devs?
  14. 43:41 The Need for AI-related Skills
  15. 47:00 The Future of Code is Human
  16. 48:03 Best Advice for Q&A Tools for Agentix
  17. 53:31 Amino vs. AI DevOps
  18. 55:22 CIO Network: The Future of AI DevOps
  19. 56:26 Six Rules for Leading in the AI World
  20. 57:44 Hype around AGI
  21. 58:45 Artificial General Intelligence (AGI)

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This episode was published on April 17, 2026.

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