← Coding agents & IDE assistants

paritok-4b-v1

Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL

AgentPick Score 65/100#326 in Coding agents & IDE assistants★ 1.5k GitHub starsApache-2.0Updated 6 Oct 2026Python

Ranked by AgentPick Score, our data score from public GitHub activity. Description is the project's own.

Topics: agentic-coding, ai, ai-agents, ai-coding, ai-infrastructure, developer-tools, llm-gateway, llms, token-optimization

Starter prompt

Using paritok-4b-v1, in a throwaway branch: add a unit test for [function] covering [edge case]. Don't change production code. Show me the diff and the test output.
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