General
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- Monitor slow query logs and set appropriate thresholds (e.g.
>50ms for OLTP queries)
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>50ms for OLTP queries)
Zipkin) to identify cross-service latency bottlenecks
JMeter
py-spy for Python
Lighthouse
Profilers
memory limitations
speed vs memory)
input/output requirements
but strategic optimization is essential
p95
not just local improvements
measured impact
FID <100ms
<50ms (p95) for database queries
verify:
memory vs CPU
measuring after each change
queries
GC frequency
I/O-bound
p95
compression (gzip
tree shaking