- Cloud MDRAWS SecurityDetection Engineering
Business baseline based alerting with Transilience MDR skills
Venkat PothamsettyJune 29, 202616 min readHow baseline-driven MDR turns CloudTrail behavior into customer-specific alerts, using anonymized examples from automation-heavy and service-heavy AWS environments.

- Cloud MDRLLMsAWS Security
LLMs and the Baseline Problem in Cloud MDR
Venkat PothamsettyJune 23, 202617 min readCloud MDR cannot rely on generic event heuristics alone. LLMs make business-context baselining interpretable by separating normal operations from residual security risk.

- Security OSSecurity OperationsRoot Cause Analysis
Because security problems don't have a recipe, we're introducing transiliencectl
Venkat PothamsettyJune 4, 20266 min readWhy transiliencectl handles investigation-shaped security problems where the next step depends on what the evidence reveals.
