Security Risks Multiply at Scale: Least Privilege, Isolation, Rate Limits
goyalshaliniuk · x · 2026-10-03
In part 7 of her scaling-failures thread, Shalini Goyal notes that more users and integrations mean more data, API access, tools, agents and permissions — a vulnerability affecting one workflow can become much larger at scale.
Mitigations: least privilege, isolation, input validation, rate limits and continuous monitoring.
Related event: Why AI Systems Need Automated Monitoring and Security at Scale(2 posts)→
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