system integrity

2 items

DOCDEV.to AI·4/26/2026

TrustLayer: A Deterministic Validation Layer for AI Agents

TrustLayer acts as a deterministic validation layer for AI agents, preventing them from executing actions that could break system invariants or corrupt state. It intercedes between agent proposals and execution, checking each action against authentication, locks, and predefined constraints with a rollback mechanism.

validation security system integrity AI agents

ARTICLEDEV.to AI·4/13/2026

Execution-Time Governance — Why Systems Drift

This content likely explores the concept of "execution-time governance," explaining why systems tend to "drift" from their intended operational parameters and how robust governance mechanisms can mitigate these deviations. It discusses the importance of continuous monitoring and adaptive control to maintain system integrity and performance.

adaptive control runtime management system integrity system drift