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Security

Access Control

Updated Aug 20261 min read
Definition

Access control is the security discipline of regulating who or what can view, use, or modify resources in a computing environment. It encompasses the policies, mechanisms, and technologies that determine what actions an authenticated identity is authorized to perform.

Why It Matters

Access control operates at multiple layers: network access control (who can connect), application access control (who can use a feature), data access control (who can read or modify specific records), and action-level access control (who can perform specific operations).

AI agents require action-level access control because their behavior is non-deterministic. The same agent might need read access for one task and write access for another. Authorization evaluated at the action level, per tool call, is what matches that behavior: a decision made once at connection time cannot account for what the agent does next.

The evolution from coarse-grained (network perimeter) to fine-grained (per-action) access control mirrors the progression from on-premises to cloud to agent architectures. Each shift increases the granularity of trust decisions required.