Orchestrating AI engineers vs. being one.
Devin is a single AI software engineer — it receives a task and ships a PR. LoomStack is the coordination layer for when you're running Devin alongside Cursor, Factory, and others across a large engineering org.
Devin excels at autonomous, single-task code generation. When you're running one Devin in a pilot, that's often all you need. When you're running Devin for 20 engineers, alongside Cursor for 50 more, with Factory droids handling your incident backlog — you need a layer that coordinates who's doing what, enforces org-wide policies, and maintains an audit trail across all of it. That's LoomStack.
Multi-agent orchestration
Devin is one agent. Real engineering orgs run Devin alongside Cursor, GitHub Copilot, Claude Code, and others. LoomStack coordinates tasks across all of them — preventing conflicts, routing work to the right tool based on risk and context, and maintaining shared context.
Risk-calibrated autonomy
Devin was not originally designed to differentiate governance levels between a trivial CSS fix and a database migration affecting millions of rows. LoomStack classifies every task by risk against your org config and triggers the right response at every workflow transition.
Org-level governance and policy
Engineering orgs have policies: no AI writes to production database schemas without a senior engineer reviewing; no AI changes auth flows. Devin's controls are scoped to Devin sessions, not cross-tool org policies. LoomStack is the enforcement layer.
Full audit trail for compliance
Enterprise and regulated orgs need to answer: what AI agent ran, what it changed, who approved it. Devin provides session logs. LoomStack provides a full, exportable SDLC audit trail that maps from signal to production.
LoomStack is designed to treat Devin as one of the agents it orchestrates. The architecture enables LoomStack to decide when to invoke Devin (based on task type and risk classification), monitor the session, and route the output for appropriate review. Devin handles the autonomous execution; LoomStack handles the coordination and governance.