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Autopilot 2.3

September 16, 2026

New features

  • 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.
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