Software Engineering Has Changed
Summary
The article argues that software engineering has shifted toward AI-assisted workflows where engineers plan with AI agents, verify results, and manage constraints to maintain architecture. It documents practical usage of Codex with GitHub CLI to generate concrete implementation plans, reviews, tests, and manual verification, highlighting a 5–10x productivity boost and the need for guardrails. It also discusses current agent limitations and strategies to structure workflows for reliability and business impact.