On each cycle the engine re-scans the selected streams free, then auto-runs only the AI jobs the policy allows. Smart runs the ranking/tagging/metrics passes and the market brief — the jobs that keep the landing page fresh — and always leaves targeted deep dives (events, insiders, companies, incl. visitor requests) for manual approval. AI jobs also require OpenAI to be enabled above and stay inside the per-cycle and daily budgets.

Users with auto-run permission spend their own token balance and their dives run immediately, bypassing this queue (results stay private to them). Users without it queue requests here for your approval like any visitor.