SMScott McMahaninaitransformeronline.hashnode.dev00Why Your AI Cloud Security Strategy Is Already Behind1d ago · 2 min read · Most engineering teams are shipping faster than their security posture can keep up with. That gap is not a future risk. It is an active one. Only 18% of teams can remediate vulnerabilities at the sameJoin discussion
SMScott McMahaninaitransformeronline.hashnode.dev00AI Time Series Forecasting Has Crossed a Threshold4d ago · 3 min read · For a long time, time series forecasting was a solved-enough problem. ARIMA and its variants handled most production use cases. Seasonal decomposition filled in the gaps. The tooling was mature, the mJoin discussion
SMScott McMahaninaitransformeronline.hashnode.dev00Identity Is Becoming the Main TargetApr 9 · 1 min read · Security teams used to focus on defending networks, endpoints, and applications. Now the pressure is shifting to identity. Attackers are using deepfakes, synthetic identities, credential abuse, and acJoin discussion
SMScott McMahaninaitransformeronline.hashnode.dev00Stop Treating AI Like a PluginApr 8 · 2 min read · A lot of teams still build AI features as if they can be dropped into an existing stack with minimal change. That approach creates friction fast. The moment AI touches real traffic, real users, and reJoin discussion
SMScott McMahaninaitransformeronline.hashnode.dev00API Documentation Is Becoming an AI InterfaceMar 31 · 3 min read · API documentation is entering a new phase. For years, the goal was clear. Help developers understand how to use an API quickly and correctly. Clarity, completeness, and good examples were enough to deJoin discussion
