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10 questions every startup should answer before moving AI prototypes to production on GCP
Before scaling an AI prototype, startups must answer ten critical questions covering onboarding, scaling, and governance to avoid common pitfalls like leaked keys, quota exhaustion, and uncontrolled costs.
How to correlate AWS security signals to detect multi-stage attacks
Learn how to connect alerts from GuardDuty, CloudTrail, and VPC Flow Logs to identify attack sequences like reconnaissance followed by lateral movement.
Azure DevOps Remote MCP Server reaches general availability for AI-assisted workflows
The Azure DevOps Remote MCP Server is now generally available, enabling AI assistants to securely access Azure DevOps projects for planning, building, and shipping software.
How AI gives defenders deep context advantage in cloud security
Francis deSouza explains how AI-powered deep context shifts advantage to defenders by unifying exposure data, accelerating response, and enabling autonomous remediation.
Set up break-glass access for Amazon EKS with MFA-enforced IAM roles
Learn how to create a cross-account IAM role with enforced MFA for emergency EKS access when federated identity fails, including IaC templates and validation steps.