Optimus launches: an autonomous RL agent harness that runs experiments itself

_AustinCalvert_ · x · 2026-10-18

iacon launches Optimus, pitched as "the Claude Code moment for RL" — an autonomous RL agent harness. Give it a codebase, an API key and a goal; it spawns sub-agents running hundreds of parallel experiments, learns from its own run history, and builds an evolutionary tree where each failure seeds the next batch. If a task can be scored, it can be RL-trained: LLMs, agents, robots in sim, game NPCs — removing the manual grind previously reserved for top-tier labs.

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