CI/CD as a Product
summary
Argues CI/CD must be managed as a product portfolio with a clear north star, concrete leader action plan and measurable ROI; proposes four incremental features: triggering pipelines for ML (elastic training infrastructure and model repositories), data versioning and auditable policy-as-code for traceability and vulnerability management, plus embedded value-stream mapping to drive value‑based pricing and release decisions. Predicts ~80% of products will be AI-native in 2–5 years and emphasizes bridging multi‑cloud/edge infrastructure and virtual labs to validate whether these features actually work.
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chapters (5)
- 0:00Start
- 7:28CI/CD PRACTICES
- 8:51NEXT GENERATION CI/CD PIPELINE
- 12:31NEXT GENERATION CVCD PIPELINE
- 13:24JOURNEY OF PRODUCT DEVELOPMENT CHALLENGES TO INTEGRATE VALUE THROUGH CI/CD
