AI Agent Security is quickly becoming one of the most important areas in cybersecurity. Terms like "agent," "harness," "MCP," "tool calls," "tool responses," "instruction hijacking," "indirect prompt injection," "prompt exfiltration," and "tool misuse" are appearing in conference talks, vendor announcements, podcasts, and industry discussions, often without clear explanations.

If you've built an integration with Egnyte, you know the process: register at developers.egnyte.com, create an account, wait for approval, and get your credentials. It works, but for admins who simply want to start making API calls against their own domain, the process isn’t simple or fast enough. Starting today, that changes. Egnyte admins can now generate Collaborate API credentials directly from the Egnyte App Store—no external registration, no approval wait, no context-switching.

An AI-driven system at a beverage manufacturer recently churned out several hundred thousand excess cans after misreading unfamiliar packaging. The system didn’t recognize the company’s new holiday labels, flagged them as an error, and triggered additional production runs before the company caught the mistake. The system followed its instructions perfectly.

Hybrid infrastructure has expanded faster than most Security Information and Event Management (SIEM) tools can keep up with: on-premises AD, cloud workloads, and SaaS each produce telemetry at different quality levels, while identity event normalization and compliance evidence output are the layers that most SIEM deployments address last. The platforms that close those gaps from the initial deployment architecture produce cleaner signals and audit-ready evidence without additional tooling.

Data governance tools fall into two categories that buyers often conflate: catalog platforms for data quality and lineage, and access governance platforms for proving who can access sensitive data and demonstrating control to auditors. Mid-market teams under pressure from GDPR, HIPAA, SOX, or PCI DSS typically need both.

Your ASPM dashboard shows your mobile security posture. The score reflects what your integrated testing tools found. It does not reflect what they could not test. For mobile apps, the gap between those two things includes the compiled binary, the third-party SDKs linked inside it, and what the app does at runtime on a real physical device. None of that data enters an ASPM dashboard built on source code scan results. The posture view looks complete. The coverage is not.

The Trump administration has ordered Anthropic to restrict access to its most advanced AI models, Fable 5 and Mythos 5, citing national security concerns. Officials raised the possibility that these systems could be used by foreign actors to identify software vulnerabilities or support cyber attacks.