From Q&A to Action
Before: "Hey ChatGPT, what jobs failed last night?" — and a polite reminder that it can't see your data.
After: an agent with 76 tool_use functions calls get_all_work_history, then get_active_job_log for the failures, then drafts the status summary — one turn, your server, your audit log. The old "what to do when it doesn't work" clause was a dumb rule: retry N times, email a log. Now it's an assessment. It reads the failure, knows why, smart-retries, refreshes an expired token, and surfaces the one sentence that matters. "It broke. Here's why. I fixed it." No config-era tool can say that.


















