Applied Compute(@appliedcompute):AC2 supplies a rollout-specific OpenAI-compatible endpoint backed by the policy being trained, plus a lifecycle wrapper to initiate, monitor, and grade rollouts. Our trace server reconstructs each rollout as a sequence of append-only episodes using structural prefix matching, so compaction and subagent calls stay grouped under one rollout with their distinct contexts preserved. Your harness keeps ownership of context, tools, and state; only completions and grading artifacts cross into the training stack.

2026.08.06 22:38

AC2 supplies a rollout-specific OpenAI-compatible endpoint backed by the policy being trained, plus a lifecycle wrapper to initiate, monitor, and grade rollouts. Our trace server reconstructs each rollout as a sequence of append-only episodes using structural prefix matching, so compaction and subagent calls stay grouped under one rollout with their distinct contexts preserved. Your harness keeps ownership of context, tools, and state; only completions and grading artifacts cross into the training stack.