Performance Investigation Protocol
Diagnose a perf regression the way an SRE would, not by sprinkling random optimizations.
The Prompt
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Extract Performance Bottlenecks From Runtime Logs
Parse application logs to identify slow operations, memory spikes, and latency patterns causing user friction.
Convert a Prisma Schema Into a Query Performance Risk Report
Reads your Prisma schema and flags relations, missing indexes, and model shapes likely to produce slow queries at scale.
Extract Database Query N+1 Patterns From Code
Scan a codebase for N+1 query problems where loops trigger repeated database calls instead of batch operations.
Find Every Async Function That Blocks the Event Loop
Scan your codebase for async patterns that silently serialize work and kill throughput under load.