CascadeFlow

A developer built DevDiff, a real-time pull request risk intelligence platform that combines rule-based security analysis, machine learning, and optional LLM reasoning to identify risky code changes. …

After implementing a routing layer called CascadeFlow that classifies queries by complexity before sending them to an AI model, the company reduced its inference costs by 65%. Simple queries like docu…