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Self-Improving Latency: Tail Latency Focus (p95/p99)
Design an agent that optimizes tail latency: identify bottlenecks, reduce contention, add caching, and validate with load tests. Track p95/p99 improvements.
Tags:
latency,
p95,
p99,
load-testing,
optimization
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Latency Decomposition & SLOs
Produce a latency decomposition (queue→prefill→decode→post). Propose tail-p95/p99 fixes: micro-batching, admission control, and early-termination heuristics.
Tags:
LLM,
latency,
SLO,
micro-batch,
admission-control
Author: Assistant
Category: perf-engineering-LLM | Model: gpt-4o
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