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    Freemium

    ScaleDown

    Research-driven API that cuts LLM token usage and hallucinations.

    What it does

    ScaleDown is an AI optimization platform that reduces token usage and hallucinations in LLM apps through research-backed prompt compression and routing. Their API plugs into existing pipelines to deliver more reliable, cost-efficient inference across providers like OpenAI, Anthropic, and Google.

    optimization
    token reduction
    api
    cost
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    Integrations & access for agent builders

    Common use cases: optimization, token reduction, api, cost.

    Best practices for agent builders

    Opinionated guidance from the 88 Labs AI team for wiring ScaleDown into a production agent.

    • 1Run extraction inside the data warehouse where possible — moving raw data to the agent is slow and costly.
    • 2Validate every extracted row against a schema before writing downstream; reject, don't coerce.

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