←Back to NewsAI News/Developmentdeep-diveDevelopmentTraining InfraWhen to Gate Recursive Terminal-task SynthesisMark each agent job Promote, Hybrid, or Reject. RST is allowed only when the job is hermetic, bounded, reproducible, and outcome-verifiableSourceAdham KhaledPublishedSep 8, 2026, 4:00 PMAuthorAlphaSignal NewsroomRead1 min readMark each agent job Promote, Hybrid, or Reject. RST is allowed only when the job is hermetic, bounded, reproducible, and outcome-verifiableReporting is indexed from AlphaSignal. Rights remain with the original publisher and cited sources.Read original report ↗Next readsAlphaSignal · repoJianying Headless Lets Coding Agents Build Editable Video Drafts From JSONPydantic · newsPydantic AI Adds Jev to Cut Classification Latency 6x Without Generating TokensAlphaSignal · repoTamara Tran's fast-jev-compaction Stops Claude Code From Forgetting Critical Tool Output