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Moving AI Beyond Code Generation: The Production-Grade SDLC
Coding agents have solved the initial creation of code, but the real bottleneck is production operations. True AI-driven engineering requires organizational memory, live system context, and proactive monitoring to prevent regressions before they trigger alerts.
Google Cloud TechRedesigning the SDLC for AI-Driven Productivity
AI coding tools often fail to increase productivity because they are bolted onto fragmented, manual workflows. Real gains come from redesigning the entire SDLC to use AI agents for requirements synthesis, spec-driven development, and automated testing, rather than just generating code.
IBM TechnologyShowing 2 of 2