Claude Code on the web
Best for Anthropic-hosted Claude sessions. ProPR fits when Claude should be one agent inside a broader PR loop.
Agent web UIs make delegation easy. ProPR keeps delivery under your control.
Claude Code on the web, Codex web, Google Jules, Devin, Factory, Linear Coding Sessions, and similar hosted agents take the whole task onto the provider's infrastructure and hand back a result. ProPR keeps the plan, branch, pull request, review feedback, logs, and agent choice in your own process.
vs
Hosted agents
The question
Should the provider product own the task, or should your GitHub PR loop own it while agents remain swappable?
Current tool surfaceEditor, hosted workspace, review tool, or trackerWork starts where that product keeps its strongest context.
ProPR pathPlan → isolated workspace → GitHub PR → follow-up commitThe pull request and its review conversation preserve the shared history.
Hosted agent workspaces are strongest for delegated tasks: open the provider UI, describe the change, wait for the agent, then review what came back.
ProPR is strongest when that handoff needs shared PR delivery. A team may use Claude for one change, Codex for another, Antigravity CLI for context-heavy tasks, and still need one place to plan, open PRs, respond to comments, and understand cost.
The infrastructure question matters too. Hosted workspaces run on the provider's compute, inside the provider's workspace. ProPR runs on your own machines with your existing subscriptions or API keys — billed by the provider directly — and every task keeps its plan, logs, diffs, and cost in your deployment.
Use hosted agents for delegation. Use ProPR for reviewable delivery.
| Question | Hosted agent UI | ProPR |
|---|---|---|
| One provider owns the task | Yes | Optional |
| Agent can change without changing the process | Usually no | Yes |
| GitHub comments become follow-up commits | Varies | Yes |
| Self-hosted task history and logs | No | Yes |
Codex web/cloud
Best for OpenAI-hosted Codex tasks. ProPR adds self-hosting, multi-agent routing, and GitHub follow-up.
Google Jules
Best for Google-hosted GitHub tasks. ProPR keeps planning and review product-neutral.
Devin
Best when a broad autonomous teammate should own the task. ProPR is narrower: structured PR-based delivery around your chosen agents.
GitHub Copilot cloud agent
Best when GitHub and Copilot should own the task flow. ProPR keeps GitHub review while moving orchestration into your own layer.
Linear Coding Sessions
Best for delegating Linear issues to hosted Claude Code or Codex sessions inside the tracker. ProPR fits when delivery should stay self-hosted and GitHub-native with swappable agents.
Use a hosted agent workspace when one provider should own the task.
That is the right call for self-contained tasks, provider-native experiments, or teams that prefer one managed surface.
- Delegated tasks where the provider environment is enough.
- One agent family as the default.
- Less need for portable task history.
Use ProPR when the PR loop should own the task.
ProPR keeps the plan, PR, comments, logs, usage, and recovery in your deployment, so the same path can use Claude, Codex, Antigravity CLI, Mistral Vibe, OpenCode, or another agent later — even several models on one issue, each producing its own branch and PR to compare.
- Planned changes across existing and new repositories.
- GitHub feedback that should become follow-up commits.
- Self-hosted records for engineering teams.