TReNDS cuts error diagnosis below 60 seconds

TReNDS says its production error-investigation agent cut routine root-cause analysis from 15–30 minutes to under 60 seconds. The center’s AWS case study describes a Bedrock and Strands Agents pipeline that gathers CloudWatch context and relevant GitHub source before sending a structured diagnosis and suggested fix to engineers. For operators building on the case for executable agent regression loops, the result is a useful directional benchmark: trial read-only incident triage against median human diagnosis time before granting any remediation authority.