multi-agent
Safeguard articles tagged "multi-agent" — guides, analysis, and best practices for software supply chain and application security.
3 articles
The Limits of Single-Model Vulnerability Scanning: A Technical Analysis of the Mythos Approach
Anthropic's Mythos model claims to find vulnerabilities in open-source code using a single LLM. We analyze where this approach falls short and why production-grade zero-day discovery requires Safeguard's Multi-Agent TAOR Deep Think AI Engine.
Why LLM-Based Vulnerability Scanning Needs More Than a Single Model
Large language models are being used to find vulnerabilities in open-source code. But a single model, no matter how capable, isn't enough. Here's why multi-agent orchestration, structured CWE analysis, and deep context matter more than model size.
Agent-to-Agent Security in Multi-Agent Systems
Multi-agent systems inherit every trust problem of single-agent systems and add a few more. Here is how the threat model actually shifts.