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Veera Ravindra Divi

Contributing Writer

Veera Ravindra Divi

Veera Ravindra Divi is a Senior Software Engineer, independent researcher, and IEEE-published author specializing in agentic AI, distributed systems, CI/CD pipeline automation, and B2B commerce platforms. With 11+ years of industry experience across financial technology and large-scale commerce, he has built trading systems, cloud-native platforms, AI-enabled engineering workflows, and marketplace solutions at Wells Fargo and Amazon. His work focuses on resilient platform architecture, DevOps automation, AI interoperability, enterprise procurement, supply chain optimization, and scalable software systems for production-grade distributed environments.

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Shadow Mode Continuous Integration: The Missing Test Layer for AI Agents

Autonomous agents require CI/CD pipelines that evaluate behavior, not just artifacts. Containerized shadow mode gives platform teams a practical control point: Run the agent in an isolated Docker environment, replay realistic workflows, capture structured traces and evaluate behavior against statistical and policy baselines.

3 min
Veera Ravindra Divi | DevOps.com | DevOps.com