Video by FINOS via YouTube
Dr. Dave Gode (AI PhD, IBM) discusses why “vibe coding” is risky for enterprises and how spec-driven development (SDD) can shift control points earlier in the SDLC to reduce bad pull requests and security flaws. He explains how AI coding IDEs are evolving into platforms with skills, plugins, hooks, and marketplaces, and why effective AI development requires structured, AI-ready specifications, maker-checker patterns with model isolation, and curated human-authored guidance. The conversation explores making the spec the key IP, enabling portability and “right to rebuild,” contrasts SDD with older model-driven approaches, and looks at how AI elevates roles toward architecture and communication while challenging universities to teach faster learning and curiosity.
00:00 Welcome and Guest Intro
00:35 Why AI Excites Dave
02:14 Vibe Coding vs Enterprise
04:46 Spec Driven Development Explained
07:28 Rethinking the SDLC
08:58 Maker Checker and Context Limits
12:18 Can Specs Replace Code
14:59 Natural Language Changes Everything
16:32 Jobs Skills and the Sandwich Effect
20:10 Training the Next Seniors
22:03 Closing Thoughts and Farewell
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About FINOS
FINOS (The Fintech Open Source Foundation) unites the financial services industry to build open technologies and standards that enhance profitability, improve resilience, and accelerate innovation. We are the trusted community designed by regulated industry participants to solve industry-wide challenges and drive operational excellence and financial technology innovation.
As part of the Linux Foundation, FINOS provides a neutral, well-governed home for open source collaboration across the industry. With a global community of more than 100 member organizations – including major financial institutions, fintechs, and technology firms – FINOS advances open standards and production-grade open source for finance. This work embeds these technologies and standards into the core workflows, platforms, and policies of financial institutions, making them essential to how the industry builds, operates, and evolves. We do this with a clear focus on measurable ROI from open source adoption.