Paritok

Compress coding-agent context through a recoverable model gateway

Meet Paritok

Paritok is a gateway that reduces the context sent by AI coding agents to supported model providers. It filters tool schemas, compresses file contents and command output, and summarizes older conversation history as a configured budget fills. Recent information and recoverable references help an agent request original material when it needs more detail.

Developers integrate the gateway by changing a compatible endpoint configuration, with hosted access and an Apache-licensed self-hosting option. Its compression model is designed around code and agent transcripts rather than general prose alone. Paritok publishes evaluation results and cost estimates, but actual savings and task quality depend on the agent, tools, workload, upstream pricing, and compression settings.

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Product details

Website: paritok.com
Status: Launched
Category: Developer tools
Listed: Oct 15, 2026

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AI API Compression Developer tools Open source

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