**RULE:** When using this prompt
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...
Explore
111,189 skills indexed with the new KISS metadata standard.
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...
readability
not just local improvements
verify:
`PERF-ITEM-1.1`):
maintainability
`PERF-PLAN-1.1`):
p95
include:
serving stale data and creating consistency bugs
include patch-style diffs or clearly labeled file blocks inside the TODO.
destroying concurrency benefits
causing query times to grow linearly with data volume
multiplying database round-trips linearly
leading to OOM crashes in production
>50ms for OLTP queries)
Index Tuning)
Zipkin) to identify cross-service latency bottlenecks
JMeter
py-spy for Python
New Relic
Profilers
FID
Lighthouse