- 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.

- Voice ModeAgentic AIVercel AI SDK
Shipping a Jarvis-like voice interface without the Jarvis-sized bill: lessons learned
Muzaffar HossainJune 3, 20265 min readHow we gave a 60-tool security agent a real voice, kept it as smart as it is in text, and paid commodity prices instead of realtime-voice-API prices.
