Proliferate GTM brain

category

market profile

• text: Developers increasingly work with multiple coding agents and need isolated tasks and a shared review surface.
• text: Self-hosting and workflow automation position the product for teams as well as individual developers.

personas

• title: Software engineer using coding agents
  pains:

  • Juggling agent sessions and branches across terminals
  • Reviewing changes from concurrent tasks without collisions
• title: Engineering manager
  pains:

  • Coordinating repeatable agent workflows across a team
  • Preserving a review step before agent changes ship
• title: Platform engineering lead
  pains:

  • Supporting multiple agent harnesses consistently
  • Meeting internal deployment and infrastructure requirements

icp

• text: Software teams already using coding agents and Git, from individual developers to organizations with platform engineers; size threshold is unspecified.
• text: Teams with repeated engineering tasks and a preference for self-hosted or open-source tooling are a strong fit.

message pillars

• text: Open-source workspace for agent-assisted engineering.
• text: Use existing coding agents together.
• text: Keep tasks isolated.
• text: Deploy the control plane yourself.

objections

• objection: Will it support the agents we already use?
  response: Test the native harnesses used by the team in a small repository before adopting broadly.
• objection: How do we control agent changes?
  response: Use isolated worktrees and review diffs before merging; establish repository permissions separately.
• objection: Can it run in our infrastructure?
  response: Evaluate the documented self-hosting options against the team's operational and security requirements.

competitors

• name: Cursor
  why: AI coding IDE competes for developer workflow and agent usage.
• name: stagewise
  why: Open-source agentic IDE targets a similar developer audience.
• name: OpenCode
  why: Open-source coding agent is an alternative developer interface as well as a supported agent.

keywords

• open source AI IDE
• parallel coding agents
• coding agent worktrees
• self hosted coding agent
• Claude Code workspace
• agent workflow automation

voice

• developer-centric
• direct and practical

signals

• text: Engineering teams are piloting several coding agents or struggling with concurrent branches.
• text: A team seeks self-hosted infrastructure for repeatable agent runs.

stack

• Git worktrees
• Docker
• Postgres

pricing

motion

channels

• GitHub
• Discord
• developer documentation

confidence

Founders

• name: Pablo Hansen
  title: Founder
  role: Founder
  bio: I finished my master's degree in AI at 19 and was then hire #1 at Onyx (YC W24) for a year before starting Proliferate (fka. Keystone).