Running AI Agent Governance on AWS, No Azure RequiredHow to deploy Microsoft’s Agent Governance Toolkit on ECS/Fargate and govern your Bedrock agents20h ago20h ago
Observability for Non-Deterministic Systems: A Framework for AI Agent ReliabilityThe Observability GapApr 6Apr 6
Published inData Science + AI at MicrosoftSecuring AI agents with agent governanceImagine this scenario: An AI agent is asked to “clean up old records,” and it interprets “old” as “everything older than today.” There is…Mar 26A response icon1Mar 26A response icon1
OpenShell + Governance Toolkit: Engineering the Complete Agent Security StackRecent vulnerability disclosures by Cisco highlighted data exfiltration risks in third-party OpenClaw skills, reminding us that prompt…Mar 18Mar 18
Running 11 AI Agents in Production: How the Agent Governance Toolkit Secures Our WorkflowsEveryone is building AI agents. Frameworks like LangChain, AutoGen, CrewAI, and the OpenAI Agents SDK are everywhere. But after deploying…Mar 12Mar 12
Engineering the Agent Hypervisor: OS Primitives for Multi-Agent SystemsMost of the discussion around “AI Safety” focuses on the model: red-teaming, alignment, and prompt injection. But as we build systems where…Mar 3Mar 3
The Architect’s Dilemma: Skills, Agents, or an Operating System?In the rush to “agentize” everything, we’ve hit a structural wall. Most enterprise AI today is just a collection of “skills”, fancy…Mar 3Mar 3
Engineering Safety: A Layered Governance Architecture for GitHubBuilding safe AI agents requires more than just a good system prompt. It requires infrastructure that enforces constraints at every stage…Feb 19Feb 19
Why Your AI Agents Need Passports: Building Cryptographic Trust into Dify’s Visual WorkflowsOur AgentMesh Trust Layer was just merged into the Dify Marketplace. Here is what we built, why dynamic trust scoring changes everything…Feb 17Feb 17
The End of Implicit Trust: Bringing Cryptographic Identity to LlamaIndex AgentsIn a production environment — especially in finance, healthcare, or enterprise data — allowing an LLM to blindly accept context from…Feb 12Feb 12
