Actually Saving Tokens instead of just budgeting

The biggest hidden cost of AI Agents? Redundant tool calls.

While running, agents repeatedly fetch the exact same context over and over.
𝗬𝗼𝘂 𝗮𝗿𝗲 𝗽𝗮𝘆𝗶𝗻𝗴 𝗳𝗼𝗿 𝘁𝗼𝗸𝗲𝗻𝘀 𝘆𝗼𝘂’𝘃𝗲 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝗯𝗼𝘂𝗴𝗵𝘁.

You have more ways to keep token consumption within your budget.

A caching proxy specifically for LLM’s and Agents could drastically help with your token budget http://cachelayer.org