ArchSense
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

ArchSense is an autonomous visual architecture governance agent that eliminates $2.41T architecture drift in modern software engineering. Engineering teams draw clean microservice boundaries, yet daily GitHub pull requests quietly bypass API gateways, connect directly to internal databases across VPCs, or introduce circular deadlock cycles. ArchSense bridges static diagrams with code merges by combining Meta SAM 3.1 visual perception (which zero-shot segments architecture diagrams into zero-trust boundaries) with Meta Muse Spark Open reasoning hosted on Baseten Cloud (which evaluates git diffs against the visual topology). Validated through a deterministic NetworkX policy engine, ArchSense flags critical boundary violations, scores architectural integrity (0-100), and blocks unsafe PRs via automated GitHub Actions CI/CD bot reviews.