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Proliferate is multiplayer by default. Every session is visible from every client, so your team can work together regardless of where each person prefers to operate.

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Sessions are shared

Start a session from Slack, review the results in the web dashboard, resume it from the CLI. All clients see the same sessions, the same history, and the same outputs. This means:
  • A product manager requests a change in Slack
  • An engineer reviews the diff in the web dashboard
  • Another engineer picks up the session from their terminal to iterate
No handoffs, no screenshots, no “can you send me that link.” Everyone sees the same work.
Sessions are scoped to your organization. Every team member with access can see active and completed sessions across all clients.

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Web dashboard

The web dashboard is the control tower for all agent activity across your organization. What you see:
  • Active and recent sessions, who started them, and what triggered them
  • Repo, branch, and current status for each session
  • Preview links for running environments
  • Approve/reject controls for pending actions
Session detail view:
  • Full conversation history
  • Real-time agent activity as work happens
  • File diffs showing exactly what changed
  • Terminal output from the agent’s environment
  • Preview environment for visual review
Use the dashboard when you need the full picture — reviewing diffs, checking terminal output, or managing automations and settings.

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Slack

Slack is the fastest way to start work and collaborate with agents. Mention the bot, describe the task, and iterate in a thread. For the full breakdown of Slack capabilities — starting sessions, notifications, thread-based collaboration, triage, and channel configuration — see Slack.

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Terminal and CLI

Engineers can spin up cloud sessions directly from the terminal. The CLI is a lightweight remote agent launcher — start sessions, watch progress, and collaborate on active work without leaving your editor workflow. Sessions started from the CLI are visible in the web dashboard and Slack. Your teammates can watch your session, and you can watch theirs.
See CLI Getting Started for installation and setup.

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Triage workflows

When agents produce work, someone needs to review it. Proliferate supports triage from every surface:

Review diffs

See exactly what changed in the web dashboard’s diff view before approving.

Check previews

Open preview URLs to see the result in a running environment before merging.

Approve or reject

Approve actions from Slack threads or the web dashboard. Agents wait for sign-off on write-level actions.

Provide feedback

Reply in the Slack thread or web session to request changes. The agent picks up the context and iterates.

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Getting your team started

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Start small

Pick one workflow and define what success looks like before expanding. A single automation running well builds more trust than five running poorly.
1

Pick one workflow

Choose a repeatable task that your team already does manually.
2

Define success criteria

Agree on what “good” output looks like before scaling.
3

Expand gradually

Once results are consistent, add more triggers, repos, and team members.

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By team

Engineering teams — Start with Sentry error triage, GitHub issue response, or Linear ticket first-pass. These are high-frequency, well-defined tasks where agents reduce interruptions without losing control. Product teams — Great starting points are Slack-based requests (“add a tooltip to the settings page”), preview link reviews, and Intercom feedback triage. Keep requests specific and outcome-focused. Marketing teams — Landing page tweaks, copy updates, and UTM or analytics event fixes. Provide exact copy and acceptance criteria, and use preview links to confirm before merging.

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Keep it collaborative

  • Review together: Use Slack threads and the web dashboard to discuss agent output as a team
  • Share previews: Send preview URLs to stakeholders before merging changes
  • Tight permissions first: Start with conservative action permissions, then expand as your team builds confidence