Adopt: AI coding agents in the delivery workflow
Right for every project we now run. Agents such as Claude Code and GitHub Copilot draft code, tests and migrations inside a reviewed pull request flow, and an engineer owns each merge. The later cost is discipline: without tests and conventions, agent output builds technical debt faster than a person could.