What is changing across AI coding agents?
Claude Code leads coding agent use at work, and frontier models now finish multi-hour tasks on their own. What your team can hand an agent comes down to how much output your reviewers can check and which permissions the agent runs with.
Also covers Claude Code, Codex, Cursor, GitHub Copilot, Devin, Devin Desktop (formerly Windsurf), Gemini CLI, Junie, Google Antigravity and Jules
Measure value task by task. Weigh the implementation time an agent saves against the review and rework each accepted change still needed.
Also covers Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Devin and Devin Desktop (formerly Windsurf)
Engineer time spent reviewing and reworking agent output costs more than the seat. Add metered usage and automated review to the seat price, then reviewer hours, and divide by the changes that merged.
Also covers Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Devin, Devin Desktop (formerly Windsurf) and Jules
