Oversight
2 articles about oversight.
The Observer Hierarchy: Building Layered AI Agent Safety Beyond First-Order Guardians
·6 min read
One guardian watching one agent is not enough. Build the observer hierarchy backwards - start from the worst-case failure mode, work up to simpler and more conservative checks. Here's the five-layer production pattern.
observer-hierarchyagent-safetymonitoringguardrailsoversight
Position Sizing for Agents Without Human Override
·2 min read
Agents operating without human oversight need catastrophic loss prevention - the same way trading systems need position limits.
agent-safetyrisk-managementautomationguardrailsoversight
Browse by Topic
Ai Agents (346)Automation (240)Productivity (203)Macos (192)Ai Agent (182)Claude Code (163)Desktop Agent (120)Open Source (106)Developer Tools (104)April 2026 (86)Reliability (83)Accessibility Api (79)Mcp (78)Parallel Agents (75)Desktop Automation (68)Multi Agent (64)Claude (56)Ai Coding (56)Security (54)Llm (51)