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From Traffic Context to Confirmed Fix in 3 Minutes

calendar_today May 18, 2026 person Ken Ahrens domain speedscale

Traffic Context is the missing piece in most debugging workflows. We ran our autonomous agent on a real production bug — it found the root cause, wrote a reproduce harness, applied the fix, and confirmed it. Here’s what that looked like.

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