- Inadequate retry logic: no retries
or retries without backoff causing retry storms
Explore
94,846 skills indexed with the new KISS metadata standard.
or retries without backoff causing retry storms
memory stable without unbounded growth
4xx errors <5% (excluding 401/403)
write-heavy APIs >100 RPS per instance
p95 latency > 500ms
complex query <500ms (p95)
error rate
structured error bodies
data type correctness
not swallowed or leaked as 500s
memory
capturing p50
spike test (10x sudden increase)
performance dashboards
database connection drops
timeout/retry logic
identifying N+1 queries
gradually increasing load to find breaking points
testing backward compatibility
trackable task.
TASK-1.1) and use checklist items in outputs.
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.