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Use cases

Software and coding

Gwen can scope software work, create durable project workspaces, validate generated files, prepare reviewable artifacts, and coordinate repository or deployment paths with approval.

Who this is for

Teams that want Gwen to coordinate software work through safe runtimes, code agents, repositories, tests, and review loops.

What Gwen can do

  • Plan a feature
  • Create a website/app workspace
  • Validate generated files
  • Prepare a pull request checklist

Workspace outputs

  • Implementation plan
  • Code diff
  • Test report
  • PR summary
  • Deployment checklist

Tools and connections

  • GitHub
  • cloud runtime
  • terminal
  • code agents
  • tests
  • CI

Approvals and control

Pushing code, merging PRs, deploying, changing secrets, or running destructive commands requires approval.

What Gwen learns

Gwen learns repo conventions, architecture, recurring bugs, test commands, deployment rules, and reviewer feedback.

Expected outcomes

  • Repo-aware plan
  • Durable workspace files
  • Validation loop
  • PR/deploy checklist
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