Home / Applied AI / 01. AI Engineering / 23. GenAI for SDLC GenAI for SDLC¶ The chapters in this module, in reading order. # Chapter 00 GenAI for the SDLC — First-principles overview 01 Coding assistants in the loop — velocity feels up, so why is rework rising? 02 Spec-to-code and scaffolding — keep the human spec as the source of truth 03 AI code review and quality gates — the reviewer that cries wolf 04 Test and doc generation — 90% coverage that asserts nothing 05 Ops and incident copilots — a confident summary at 3 a.m. is a liability 06 Measuring developer productivity — answering the CFO instead of the dashboard 07 Governance, IP, and security — the cost that no DORA metric shows until it's a headline 08 Boundary and tradeoff review — where the evidence is contested and the hype outruns it