Why This Becomes Necessary
Input channels are a preferred attack surface because they can alter model behavior without breaching perimeter defenses.
Safety, Security & Runtime Controls
Defensive parsing stack for untrusted files, prompts, and data streams consumed by autonomous agents.
Input channels are a preferred attack surface because they can alter model behavior without breaching perimeter defenses.
Teams need strict grammars, bounded parsers, rejection telemetry, and quarantine workflows before untrusted payloads reach execution layers.
Data-integrity and minimization duties are easier to defend when unsafe or excessive input is filtered before processing.
contentsanitizer.com
Output sanitization pipelines for autonomous agent contentcomputefirewall.com
Compute isolation and firewall controls for agent executionthrottlelayer.com
Rate limiting and throttling layers for agent actions