
Martin Reynolds
Field CTO at Harness with over 30 years of experience delivering software, advising engineering, platform, and security teams on software delivery strategy and governance.
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Feb 6, 2026 • 35min
Harness And The AI Velocity Paradox Slowing Software Delivery
Martin Reynolds, Field CTO at Harness with 30+ years delivering software, discusses the AI velocity paradox. He explains how AI speeds code creation while testing, security, and releases lag. Topics include embedding governance into pipelines, agentic AI for QA and fixes, shadow AI expanding attack surfaces, and using templated pipelines and visibility to scale safe delivery.


