- Treat every requirement below as an explicit
trackable task.
Explore
12,018 skills indexed with the new KISS metadata standard.
trackable task.
TASK-1.1) and use checklist items in outputs.
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
hash joins
Index Tuning)
py-spy for Python
New Relic
FID
data volume
<50ms (p95) for database queries
queries
compression (gzip
worker threads for CPU-bound tasks
tree shaking
memoization
Set vs Array for uniqueness
page load metrics
implement caching
data volume