Workspace that simulates thousands of coding-agent sessions in a codebase to identify and fix repo-specific drag slowing agents down.
Scott AI runs thousands of coding-agent sessions against a sealed, read-only copy of a team's codebase to surface specific drag—flaky tests, conflicting docs, tangled structure—ranked by speed and token-cost impact. For high-priority items, Scott opens a ready-to-review pull request; the rest ship as a ranked fix plan. The system is model-agnostic, working across Claude Code, Cursor, Devin, Copilot, and other agents. An additional product, Scott Compass, helps teams shift from code review to design review once repos are optimized. Early teams report 15%+ agent speedup in under two weeks. Scott AI is a product of Scott AI.
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