- Starts with measurement
not assumptions
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not assumptions
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...
serving stale data and creating consistency bugs
include patch-style diffs or clearly labeled file blocks inside the TODO.
causing query times to grow linearly with data volume
destroying concurrency benefits
multiplying database round-trips linearly
Index Tuning)
py-spy for Python
New Relic
data volume
<50ms (p95) for database queries
queries
message queues for decoupling
compression (gzip
tree shaking
write-through
eliminate unnecessary subqueries and joins
memoization
Set vs Array for uniqueness
page load metrics
implement caching
unnecessary joins
missing indexes