… Each of these actions creates compliance risks that conventional security tools cannot detect. Organizations are moving fast to adopt AI, but these tools require a different security model. …
… This enables you to right size permissions for both users and agents to minimize security risks. …
… The clearly defined boundaries allow you to make informed decisions about security risks and to zoom in on more specific risks that relate directly to the capabilities the plugin is given. …
… Security and performance reviewers produce fewer findings but at higher average severity, but the absolute numbers tell the full story — code quality produces nearly half of all findings by volume, while the security reviewer flags the highest proportion of critical issues at 4%: Reviewer Critical … …
… If products are configured incorrectly, used maliciously, or security is somehow breached during the process, it can open your organization to underlying security risks without the ability to get insight from your data quickly and efficiently. …
… "Why not use subagents instead of a harness?" Subagents are useful, and they are a good starting point. But security analysis needs hundreds of separate investigations that survive across runs, don't share a context window, and can be re-scoped and cross-referenced later. …
… Block unsafe prompts targeting your LLM endpoints with Firewall for AI Cloudflare's AI security suite now includes unsafe content moderation, integrated into the Application Security Suite via Firewall for AI. …
… But the adoption of agentic workflow with MCP is not without its security risks . These range from authorization sprawl, prompt injection , and supply chain risks . …
… These risks escalate as AI applications become agents. When an AI gains access to tool calls—processing refunds, modifying accounts, providing discounts, or accessing customer data—a single malicious prompt becomes an immediate security incident. …
… Before getting into the details: the architecture below is built almost entirely from Cloudflare's own products, because Cloudflare security is customer zero for the security products we build. …