BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge

Researchers introduced BootstrapAgent, a multi-agent system that captures repository setup heuristics during bootstrapping.

It verifies those setup steps deterministically, including Docker-based checks, and stores them in a persistent .bootstrap contract.

The reusable contract helps future code agents start faster, debug more reliably, and avoid repeating one-time setup work.

On benchmarks, BootstrapAgent achieved 92.9% success while reducing token usage and build time.