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you must create a file named `TODO_perf-tuning.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,wkaandem...
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you must create a file named `TODO_perf-tuning.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,wkaandem...
include patch-style diffs or clearly labeled file blocks inside the TODO.
serving stale data and creating consistency bugs
destroying concurrency benefits
causing query times to grow linearly with data volume
multiplying database round-trips linearly
Index Tuning)
New Relic
py-spy for Python
<50ms (p95) for database queries
data volume
queries
compression (gzip
tree shaking
memoization
Set vs Array for uniqueness
page load metrics
implement caching
unnecessary joins
data volume
missing indexes
data-driven performance improvements while maintaining code quality and reliability.
tree shaking
eliminating N+1 problems