Governance by Design: Real-Time Policy Enforcement for Edge AI Systems

The Emerging Problem of Autonomous Drift For most of the past decade, AI governance relied on a comfortable assumption: the system was always connected. Logs flowed to the cloud.Monitoring systems analysed behaviour.Security teams reviewed anomalies after deployment. That assumption is increasingly invalid. By 2026, AI systems are moving rapidly from the cloud to the edge. … Read more

What Caused Cloudflare’s Big Crash? It’s Not Rust

The Promise Cloudflare’s outage did not just take down a fifth of the Internet. It exposed a truth we often avoid in engineering: complex systems rarely fail because of bad code. They fail because of the invisible assumptions we build into them. This piece cuts past the memes, the Rust blame game and the instant … Read more

AI in Security & Compliance: Why SaaS Leaders Must Act On Now

We built and launched a PCI-DSS aligned, co-branded credit card platform in under 100 days. Product velocity wasn’t our problem — compliance was. What slowed us wasn’t the tech stack. It was the context switch. Engineers losing hours stitching Jira tickets to Confluence tables to AWS configs. Screenshots instead of code. Slack threads instead of … Read more

Scattered Spider Attacks: Tips for SaaS Security

As cloud adoption soars, threat groups like LUCR-3 Scattered Spider and Oktapus are mastering new ways to exploit identity management systems(IAMs), making these attacks more frequent and harder to detect. By targeting cloud environments and leveraging human vulnerabilities, LUCR-3 compromises identity providers (IDPs) and uses sophisticated techniques to breach organizations. Before we begin, I wanted … Read more