onPanda Tool Enables Token-Level Steerability and Model Inspection
September 19, 2026
onPanda is an interactive tool for token-level control and visualization, allowing users to edit model outputs, reasoning, and tool calls directly. It supports multiple modalities and integrates with MCP servers and harnesses like Claude Code for real-world task execution.
HOW THIS AFFECTS YOU
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builderYou can use this for efficient data annotation and fine-grained prompt engineering through branching tool calls.
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designerYou can explore new interaction paradigms by directly editing model reasoning and output in real-time.