PERMANENCE: reversibility-aware RL environment for training LLM agents

Run 6.1: env precondition fix (destructive DB ops on missing tables short-circuit)

Run 4: tech-only curriculum, 3B model, integrated deploy task

Sync: new curriculum, 6 tasks, composable rubric, latent dynamics

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