Tag

#prompt-caching

Posts tagged with prompt-caching

3 posts

Data center servers running large language model workloads, where LLM prompt caching cuts the cost of repeated input tokens.

Guides • Sep 16, 2026 •10 min read

LLM Prompt Caching Can Cut Input Costs Up to 90%

LLM prompt caching can cut agent loop input costs up to 90%. Compare OpenAI, Anthropic, Gemini, and Bedrock on TTLs, breakpoints, and real savings math.

#prompt-caching #llm-costs +3

AI agent token usage overtaking human-driven traffic on LLM API gateways and reshaping how platforms meter, price, and serve machine callers.

News • Aug 23, 2026 •11 min read

AI Agent Token Usage Overtook Humans on OpenRouter

OpenRouter data shows AI agent token usage passed human traffic on February 6, 2025, with 14x growth and ~70 percent cached. Here is how to audit your mix.

#ai-agents #token-usage +4

LLM context window management keeps a growing agent conversation within the limited space a model can actually read and reason over.

Guides • Aug 18, 2026 •11 min read

LLM Context Window Management With a Token Budget

Learn LLM context window management with a token budget ledger, a stepwise compression ladder, and the prompt cache trap that punishes trimming.

#context-windows #token-budget +4