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Databricks benchmarks show pi-coding-agent is up to 2x cheaper than CC/Codex with higher pass rates, and GLM 5.2 performs on par with Opus 4.8 for coding tasks.
A developer shares a forked sub-agent repository for pi coding agent that works with a single local LLM slot and limited VRAM, using llama.cpp server and quantized models. The post also discusses performance with the Apex Qwen variant using MTP.
A comprehensive guide to the Pi Coding Agent, comparing its features to Claude Code and highlighting its support for the /goal command.
Discussion about how the Pi coding agent controls thinking verbosity of Qwen 35B A3B model on llama-server, while other clients fail to do so.