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Jul 12, 2026

Designing Verifiable RL Environments for DevOps Agents

What separates a rigorous, trainable agentic task from a vibe-coded one: reproducible sandboxes, hidden verifiers, difficulty calibration, and graders that resist reward hacking.

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