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Route coding agent requests to the right model on Amazon Bedrock with NVIDIA NeMo Switchyard

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Coding agents work in tasks, and the number that matters is cost per solved task, not price per token. In this post, you use the AWS CDK to deploy LiteLLM with the NVIDIA NeMo Switchyard routing plugin on Amazon Bedrock, then measure cost per solved task for a routed model group against single-model baselines.

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Coding agents such as Claude Code and OpenAI Codex CLI work in tasks. A developer asks for a change, and the agent reads files, edits code, and runs tests until the work is done. One task can take a few model calls or dozens. What the developer pays for is the task, not one call. The price per token alone doesn’t tell you what a whole task costs. The total depends on how many turns a model needs, how much history each turn replays, and how often a task has to be retried or never finishes. You…

O overfeed.news indexa e aponta. Publicamos um trecho curto — o artigo completo fica em AWS Machine Learning Blog.

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