TechDogs’ Discover Dialogues Sits Down With GitLab’s Stephen Walters To Unpack AI’s True Role In DevOps

Santa Clara, CA—In a world where artificial intelligence (AI) and machine learning (ML) are rapidly reshaping development pipelines, TechDogs brings clarity and depth to the conversation with its latest Discover Dialogues episode, featuring Stephen Walters, Field CTO at GitLab.
Hosted by Vikramsinh Ghatge, Sr. Marketing Director and Editor-in-Chief at TechDogs, this engaging session strips away the hype to explore the nuanced reality of AI and ML’s impact on DevOps, security, and developer evolution.
Walters, a global evangelist for secure-by-design development and value stream thinking, offers a grounded perspective:
“The problem isn’t that AI writes code—it’s that it doesn’t think.”
He shares lessons learned from real-world implementations, including a cautionary tale about an AI/ML-generated system with over 3 million lines of code riddled with security flaws. His takeaway? Automation—whether powered by AI or ML—must be matched with strategy, governance, and human oversight.
🔍 Key Takeaways:
- AI and ML won’t replace developers—they’ll reshape them
- Security can’t be an afterthought in AI/ML-generated systems
- Critical thinking and context remain essential in automated workflows
- Leadership must budget for continuous learning and team evolution
- DevOps success hinges on balancing innovation with responsibility
Rather than fueling fear or inflated expectations, this episode delivers a measured, practical view of AI and ML as tools to amplify—not replace—human potential.
“AI is powerful, but without skilled developers and critical thinkers, it’s just noise,” Walters emphasizes.
🎥 Watch the full conversation here: https://www.techdogs.com/inspire/discover-dialogues/stephen-walters-field-cto-gitlab-on-ais-role-in-devops-developer-evolution
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