- Use language-specific CPU and memory profilers (pprof for Go
py-spy for Python
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py-spy for Python
FID
<50ms (p95) for database queries
queries
message queues for decoupling
compression (gzip
tree shaking
worker threads for CPU-bound tasks
memoization
page load metrics
data-driven performance improvements while maintaining code quality and reliability.
tree shaking
TASK-1.1) and use checklist items in outputs.
trackable task.
you must create a file named `TODO_optimization-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,TEXT...
pattern
include patch-style diffs or clearly labeled file blocks inside the TODO.
limits
classes
Likely Safe
patterns
Dead Code
unused imports
query rewrites