Get RPS ceiling, P95 latency, and max concurrent user estimates based on code pattern analysis. Plan for growth before growth breaks you.
AI-powered analysis of code patterns that affect scalability
We analyze your code for database queries, API calls, caching patterns, and concurrency handling.
N+1 queries, unbounded fetches, missing indexes, and connection pool issues are identified.
Based on patterns, we estimate your theoretical throughput ceiling and latency characteristics.
Code patterns that directly impact your ability to scale
N+1 queries, missing eager loading, unbounded result sets, and inefficient joins.
Pool sizing, connection leaks, timeout configurations, and resource management.
Blocking calls, thread pool usage, async/await patterns, and concurrency primitives.
Cache hit rates, TTL configurations, invalidation patterns, and cache stampede risks.
Find out if your code is ready for the traffic you're planning
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