
From Discovery to Control: Lessons from Securing AI
Learn how the AWS and Cisco partnership addresses AI security gaps through automated scanning, unified governance, and the shift from discovery to control.
134 articles

Learn how the AWS and Cisco partnership addresses AI security gaps through automated scanning, unified governance, and the shift from discovery to control.

Explore why traditional human-centric IAM frameworks fail to secure autonomous AI workloads and how to implement intent-based action security using Aegis patterns.

Discover why standard Layer 7 firewalls and traditional API gateways fail to secure Anthropic's Claude Code and stateful MCP server JSON-RPC streams.

Enforce scope-based access controls inside the agent loop. Discover how Aegis Security mitigates the confused deputy problem and secures MCP tools.

Decouple the LLM cognitive layer from tool execution. Learn how Aegis Security enforces AI agent runtime security via prompt injection scrubbing and tool inspection.

Compare Python vs. TypeScript Model Context Protocol (MCP) SDKs for enterprise security. Master mTLS, TLS/SSL context handling, and API key rotation.

Master regulatory compliance for autonomous AI. Learn how Aegis Security delivers conversational session forensics, verifiable actor tracing, and audit readiness.

Move past standard RBAC. Learn how Aegis enforces Least Agency to prevent AI agent goal expansion via reflective reasoning path filtering and dynamic JIT bounds.

A rigorous developer blueprint to contain server-side code-injection and SSRF targeted activity inside Ollama and LiteLLM backends with Aegis.

Stop autonomous AI agent goal hijacking. Discover how Aegis Security intercepts semantic intent drift via dynamic token revocation and human-in-the-loop escalation triggers.

A technical architectural comparison of Aegis and Nudge Security. Discover why discovering shadow SaaS and OAuth tracking fail without deep AI agent runtime reasoning paths.

A deep technical comparison contrasting Aegis runtime security with Zenity AISPM. Discover why configuration dashboards fail without inline, zero-bypass action controls.