Team AI coding playbook

Individual developers adopt agents quickly; teams stall without shared rules. This playbook outlines lightweight policies that work well with Vibe Kanban: visible tasks, mandatory review, and parallel execution that does not sacrifice accountability.

Agree on scope per card

Cards should be small enough to review in one sitting. Large initiatives become epics broken into cards—each with one primary agent and clear acceptance criteria. See Vibe Guide for task sizing habits.

Review and ownership

Assign a human owner per card who merges or rejects. Use AI code review checklist and your existing CODEOWNERS rules. Leads get signal from board columns instead of hunting through chat logs.

Tooling choices

Standardize a menu of agents (Claude, Copilot, Cursor CLI, etc.) rather than mandating one model forever. Vibe Kanban encodes that flexibility in supported agents and comparison notes.

Security and compliance

Document which providers may receive code snippets, and run Vibe Kanban in environments that match your data policy—see local-first AI coding. For deeper threat thinking, read secure review of AI-generated code.