Slides released: 'Ultimate guide to multi-harness RL' talk from Kernel Panic Madrid

SergioPaniego · x · 2026-10-07

Sergio Paniego has published the full slides from his 20-minute Kernel Panic talk in Madrid, a condensed version of his long-form guide "The ultimate guide to multi-harness RL". The deck covers practical RL post-training across multiple harnesses/frameworks — reward setup, environment integration, and how the different training stacks compare — making it a hands-on reference for engineers getting into RL fine-tuning.

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