| Dimension | Finding | Pilot implication |
|---|---|---|
| Cost | Core appears MIT/self-hostable; hosted product is paid. | Start local self-hosted. Do not assume SaaS is free. |
| Security | Adds a powerful agent control plane and secret surface. | Local loopback, telemetry off, scoped tokens, one safe repo. |
| Compatibility | Advertises OpenClaw and Codex support. | Validate adapters hands-on before migration. |
| Competitors | Codex/OpenHands/Claude are strong executors; GitHub Copilot is repo-native; LangGraph/AutoGen require custom build. | Paperclip is the best candidate for orchestration, not necessarily coding execution. |
Source report: v4 Paperclip evaluation