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Contributing Writer
Yogesh Tatwal is a Sr. Solution Architect at Halkwinds Technology with hands-on experience across cloud infrastructure, DevOps, software architecture, production systems, and technology delivery. His work focuses on evaluating practical architecture and technology trade-offs for reliable and maintainable software systems.
Security belongs in the software delivery pipeline. The harder question is where, how often and at what cost. Many pipeline teams eventually add security scanning to CI/CD, and relatively few go back afterward to measure what it actually cost the delivery process. Security coverage went up. Something else changed too, and it is rarely measured [โฆ]
Aug 17, 2026 ยท 3 min