Cost Optimization

Save 80k Tokens a Day on LLMs

Are you paying for your AI agents to be polite to each other? Learn how to slash Azure OpenAI costs.

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The Problem

Conversational Filler

Most developers use chat-completion models that wrap data in pleasantries. This burns tokens on every hop of your LangGraph orchestration.

The Solution

Strict JSON Handoffs

Force agents to output strict JSON schemas using Pydantic. Skip the chat, compress the context window, and use deterministic routing.

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