Autopilot now applies improved, tailored size limits and smarter budget tracking to every major tool, from NRQL queries to APM and alert analysis, so one oversized response or a single failing tool call is less likely to impact a whole investigation.
Behind-the-scenes improvements to how Autopilot compresses context, routes requests, and retrieves memory and knowledge help cut processing time without sacrificing answer quality, especially on high-volume accounts. Average run time is down about 20%.
Improvements for investigating complex environments with many entities, alerts, or logs, where the sheer volume of data could previously cause the run to fail.
Bug fixes
Autopilot now better grounds Slack responses to the data it actually retrieved.
Autopilot now better recovers from individual step failures and continues where it can, resulting in fewer incomplete analyses.
Fixed an issue where a complex query could cause Autopilot to fail silently. These cases now fail fast with a clear explanation so you can make adjustments.
Generic "something went wrong" messages have been replaced with suggestions that provide specific detail about what happened and what to try next.
The chart for "how many active issues" now better matches the text details in the response.