ProdSensor analyzes codebases across 8 dimensions (scalability, security, reliability, performance, observability, testability, architecture, maintainability) and predicts your RPS ceiling using Little's Law and
thread pool modeling.
Upload a zip of your project, and it tells you the specific bottleneck that'll break first — e.g. "DB pool saturates at ~400 RPS due to N+1 queries in these endpoints."
Supports Python, Java/Spring Boot, Node.js, and Go. Your code is analyzed in memory and deleted immediately after the scan.
Built this because the gap between "it works" and "it survives production" keeps growing, especially with vibe coding making it easier to ship fast without thinking about infra.
Free to use. Would love feedback on what it misses.