- Classify changes by risk category (auth
data handling
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data handling
framework
null pointer dereferences
missing security headers
API keys
command injection
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...
not assumptions
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)
py-spy for Python
New Relic
FID
data volume
<50ms (p95) for database queries
queries
message queues for decoupling
compression (gzip