Sandboxing Untrusted Code Execution in Agent Pipelines
Runtime isolation for AI-generated code requires VM boundaries plus controls above the sandbox.
Yuki Tanaka-Osei
Agent Ops Digest
Agent Security
Data Exfiltration Risks in Retrieval-Augmented Agents
Attackers exploit every stage of retrieval pipelines to steal sensitive data.
Yuki Tanaka-Osei
· 8 min read
Least Privilege Scoping for AI Agent Tool Access
AI agents need permission controls designed for their speed and scope, not human role models.
Declan Ferreira
The Feed
Structured Logging Schema for Agent Actions
How to build logging that captures what agents do and why it matters.
Yuki Tanaka-Osei
Auto-Scaling Agent Worker Pools in Kubernetes
Priya Subramaniam
On-Call Rotation Design for AI Agent Platforms
Yuki Tanaka-Osei
Postmortem Template for AI Agent Outages
Marceline Dubois
Incident Severity Classification for Agentic Systems
Priya Subramaniam
Rollback Procedures After a Bad Agent Prompt Deploy
Detect, contain, and roll back all four artifact layers together.
Marceline Dubois
Runbooks for Common OpenClaw Production Incidents
Declan Ferreira
Agent Idempotency in Distributed Task Queues
Declan Ferreira
Graceful Degradation When LLM Providers Go Down
Yuki Tanaka-Osei