- **Resource Utilization**: CPU <70% at expected load
memory stable without unbounded growth
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memory stable without unbounded growth
missing expiration
4xx errors <5% (excluding 401/403)
write-heavy APIs >100 RPS per instance
complex query <500ms (p95)
p95 latency > 500ms
error rate
not swallowed or leaked as 500s
structured error bodies
data type correctness
memory
capturing p50
performance dashboards
database connection drops
testing backward compatibility
timeout/retry logic
gradually increasing load to find breaking points
TASK-1.1) and use checklist items in outputs.
identifying N+1 queries
# API Tester
trackable task.
load simulation
you must create a file named `TODO_vulnerability-auditor.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEX...
not just descriptions of problems.