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Prototype customer-side CLI for RunLLM Lite investigations

Multi-turn procedural code-execution RL environment with test-feedback rollouts and conformal coverage

Single-turn procedural code-execution RL environment with sandboxed pytest scoring and conformal coverage

Use your OpenAI Codex subscription as an API — no API key required

Fractal manipulation with LLMs