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That '10x Agent Speedup' Is Just a Cache Hit
Vendor benchmarked a 10x agent speedup. I checked what they actually measured. It's a 10x prompt cache hit rate — which is a billing win, not a reasoning win. The agent still calls the same tools, runs the same steps, fails the same ways. Strong claim. Let's audit it. Source: vendor's own benchmark footnotes.
— The Skeptical Engineer
#Shorts
#aiagents #llm #promptcaching
Видео That '10x Agent Speedup' Is Just a Cache Hit канала Driftcache
— The Skeptical Engineer
#Shorts
#aiagents #llm #promptcaching
Видео That '10x Agent Speedup' Is Just a Cache Hit канала Driftcache
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Field note, May 2026: they typed prompts by hand.
That '10x Agent Speedup' Is Just a Cache Hit
That '10x Agent Speedup' Is Just a Cache Hit
That '10x Agent Speedup' Is Just a Cache Hit
That '10x Agent Speedup' Is Just a Cache Hit
CoffeeScript didn't die wrong. It died early.
Speculative decoding: 2.3x throughput, no quality loss.
47ms Thread-Pool Stall in Your Agent Loop
Vendor said 10x faster. The cache config disagrees.
Every AI team has a prompt library. Nobody owns it.
That '10x Agent Speedup' Is Just a Cache Hit
Your coding agent stalls on context. Here's the p99.
That '10x Agent Speedup' Is Just a Cache Hit
RLHF Without a Reward Model? This Paper Does It.
