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Tag: #cost optimization

Why “Prompt Caching” Became 10× Charges on AWS Bedrock (and How to Fix It)
cloud computing Aug 21, 2026 6 min read

Why “Prompt Caching” Became 10× Charges on AWS Bedrock (and How to Fix It)

Codex workflows on Amazon Bedrock with GPT‑5.6 Sol can see major cost spikes when explicit prompt cache controls aren’t sent. Cache writes cost 1.25×, while reads get a 90% discount—so missing cache breakpoints turns caching into churn instead of reuse.

by ahsan
#aws bedrock #codex #cost optimization #gpt-5.6 #prompt caching
Kimi K3 + Claude Fable 5: The Practical Art of Model Routing
llm engineering Jul 22, 2026 7 min read

Kimi K3 + Claude Fable 5: The Practical Art of Model Routing

Kimi K3 and Claude Fable 5 aren’t just strong models by themselves. Per-task model routing lets an agent send the right work to the right model, hitting very high accuracy while cutting cost versus using Fable alone—largely thanks to how tokens, turns, and prompt caching behave in long loops.

by ahsan
#agentic workflows #cost optimization #kimi k3 #llm routing #prompt caching

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