Pi Local Harness

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A reliability harness for running Pi coding agents with local AI models.

byThanh Pham

Open source

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Description

An experimental harness designed to improve the reliability of local AI models when used as coding agents in Pi. It provides specialized safety controls, such as loop detection and memory management, to prevent common local LLM failure patterns like repeated tool calls or cut-off edits. The repository includes specific adapters for DeepSeek, Qwen, Laguna, and Ornith models.

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Details

Why this is interesting: Provides a practical framework for making local AI models reliable enough for autonomous coding tasks.
Attributed to: Thanh Pham@humanrouter
Built with: DeepSeek-V4-Flash-0731 GPT-5.6 Sol Fable 5 Laguna S 2.1 Ornith 1.0
Links: View tweet
Tags: #coding #agent #local-llm #typescript

Discovered: X
First posted: X · Aug 10, 2026
Listed: Added 16d ago
Build: Strong
Models: Strong

Pi Local Harness

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Pi Local Harness

Description

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