Extract Performance Bottlenecks From Runtime Logs
Parse application logs to identify slow operations, memory spikes, and latency patterns causing user friction.
The Prompt
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Scan a codebase for N+1 query problems where loops trigger repeated database calls instead of batch operations.
Extract Common Error Handling Anti-patterns
Find catch blocks that swallow errors, log-only failures, and missing error recovery logic across your codebase.