Skip to content
Current page: Human-Gated AI Coding Agent Workflow

Keep humans at the coding-agent merge gate

Let agents work in isolated sandboxes and open pull requests while preserving human approval and optional specialist checks at merge.

PullPlane gives agents room to investigate and implement without giving them authority to merge into the repository's default branch.

Contain execution

Each run gets an isolated sandbox and works on the card's repository branch. The team can watch the terminal, files, diff, and preview without running agent-generated code on a teammate's machine or in production.

Review through the pull request

Coding runs can push the card branch and open a pull request. Repository checks, branch protection, and the forge's review state remain part of the normal delivery path, and merge is a separate human-approved action.

Add role gates where the risk warrants them

Project admins can require Reviewer, QA, and Security attestations for selected card priorities. Those merge-gate runs inspect the exact pull-request commit in read-only mode and surface pass, warning, or fail for the human decision.

Bring every coding agent onto one shared plane.

Plan with your team, run Claude and Codex in isolated sandboxes, and review the work before it ships.

Start a project