Why AI Changes How We Build Software, Not Just How Fast

Описание: AI has changed the conversation in software development, but not in the way most people expected.

While much of the industry focuses on speed, this episode of Tech Council explores the deeper shift: AI is changing how software is built. Faster feedback loops demand better decision-making. Automated workflows raise the bar for testing, rollout strategies, and system resilience.

Duncan Mapes and Jason Ehmke examine why feature flags, automation, and thoughtful development practices are no longer optional when AI accelerates delivery. It also addresses the cultural shift required as engineers adapt to new responsibilities in an increasingly automated environment.

Rather than framing AI as a shortcut, this episode positions it as a forcing function, one that exposes weak processes and rewards teams that prioritize clarity, quality, and customer insight.

Top Takeaways:
✅ AI tools are changing the software development landscape.
✅ Speed of development can lead to overlooked edge cases.
✅ Feature flags can help manage production risks.
✅ Agile methodologies have evolved from waterfall approaches.
✅ Automated testing is crucial for maintaining quality.
✅ Understanding customer needs is essential for product success.
✅ Iterative development allows for faster feedback loops.
✅ Cultural factors influence product development processes.
✅ Differentiation in products is key to standing out in the market.
✅ The role of engineers is shifting towards management and oversight.

Chapters:
00:00 Welcome Back!
03:42 Mitigating Risks with Feature Flags
05:37 From Waterfall to Agile: A Shift in Methodologies
08:10 The Role of AI in Product Requirements
10:05 The Importance of Context in AI Development
15:28 Navigating the Balance Between Speed and Quality
21:31 The Engineer's Evolving Role
23:07 Automated Testing and Rapid Feedback
25:54 Transitioning from Prototype to Production
29:08 Understanding Customer Environments
32:07 Cultural Context in Product Development
38:07 Fostering Accountability in Tech Teams

Connect with Us:
Duncan Mapes -   / duncanmapes  

Jason Ehmke -   / jasonehmke  

DevGrid.io - https://www.devgrid.io/

DevGrid on LinkedIn -   / devgrid-inc  

DevGrid on X - https://x.com/devgridinc