Execution engines
Software and coding with Gwen
Gwen can scope software work, create durable project workspaces, validate generated files, prepare reviewable artifacts, and coordinate repository or deployment paths with approval.
Who it is for
Teams that want Gwen to coordinate software work through safe runtimes, code agents, repositories, tests, and review loops.
Example jobs Gwen can run
Plan a feature
Gwen turns this into a tracked mission with tasks, artifacts, memory, approvals, and outcome feedback.
Create a website/app workspace
Gwen turns this into a tracked mission with tasks, artifacts, memory, approvals, and outcome feedback.
Validate generated files
Gwen turns this into a tracked mission with tasks, artifacts, memory, approvals, and outcome feedback.
Prepare a pull request checklist
Gwen turns this into a tracked mission with tasks, artifacts, memory, approvals, and outcome feedback.
Artifacts Gwen can produce
Implementation plan
Artifacts become part of the mission record so Gwen and the user can review, refine, approve, and reuse them.
Code diff
Artifacts become part of the mission record so Gwen and the user can review, refine, approve, and reuse them.
Test report
Artifacts become part of the mission record so Gwen and the user can review, refine, approve, and reuse them.
PR summary
Artifacts become part of the mission record so Gwen and the user can review, refine, approve, and reuse them.
Deployment checklist
Artifacts become part of the mission record so Gwen and the user can review, refine, approve, and reuse them.
Tools and systems
Approval model
Pushing code, merging PRs, deploying, changing secrets, or running destructive commands requires approval.
How Gwen learns
Gwen learns repo conventions, architecture, recurring bugs, test commands, deployment rules, and reviewer feedback.