Sandboxing AI Agents: Isolation and Containment Strategies
Sandboxing is your last line of defense. Even trusted agents can behave unexpectedly - proper isolation ensures that unexpected behavior doesn't become a…
27 articles
Sandboxing is your last line of defense. Even trusted agents can behave unexpectedly - proper isolation ensures that unexpected behavior doesn't become a…
Container Apps provides a powerful, serverless container platform. Tomorrow, I will cover Jobs in Container Apps in more detail.
Latency : Process locally instead of round trips to Azure Offline capability : Work without internet connectivity Data residency : Keep data on premises…
Containerization and Kubernetes: Lessons Learned in 2022
Seccomp (Secure Computing Mode) limits which system calls a process can make, reducing the attack surface.
Inside the debug container: Ephemeral containers enable live debugging of production pods without disruption, making troubleshooting faster and safer.
containerd provides core container functionality: image management, container execution, and storage through a modular design with plugins.
Handle node failures gracefully: Configure node shutdown behavior: Control traffic routing for services: Track batch job progress: Stricter API validation:…
Dockershim removal Seccomp by default Pod security admission Ephemeral containers GA Storage capacity tracking With Dockershim removed, containerd is now…
AKS now supports managed identities natively, eliminating the need for service principals: The new workload identity feature provides pod level identity:
Azure Container Apps is a fully managed serverless container service that enables you to run microservices and containerized applications without managing…
Most enterprises settled on managed Kubernetes. Azure Kubernetes Service (AKS) became the default choice for Azure shops: Flux and ArgoCD emerged as the…
Azure Container Apps provides a sweet spot between serverless functions and full Kubernetes - the power of containers without the operational complexity of…
Arc enabled Kubernetes provides: Inventory and grouping : Organize clusters in Azure Resource Manager GitOps configurations : Deploy applications using Git…
Vision : Read (OCR), Spatial Analysis Language : Sentiment Analysis, Key Phrase Extraction, Language Detection, Text Analytics for Health Speech : Speech to…
Azure Container Apps combines the simplicity of serverless with the power of containers. With built in Dapr integration, KEDA scaling, and revision…
Azure Service Fabric provides a mature platform for building microservices with built in state management, service discovery, and health monitoring. While…
Container Insights is the built in monitoring solution for AKS: This deploys: OMS agent as DaemonSet Metrics collection Log forwarding to Log Analytics…
ACI is the container service I reach for when I need a container running in under two minutes and I don't want to explain what a node pool is. Per-second…
Run the task: 1. Use Premium SKU for production with geo replication and security features 2. Enable content trust for image signing 3. Implement lifecycle…
With containers becoming the standard deployment unit for modern applications, AKS provides: Managed control plane (no cluster management overhead)…
"Can I use Cognitive Services if my data can never leave the country?" I get this question from public-sector and healthcare clients constantly. The answer…
Service Fabric: enterprise microservices with built-in state management.
A second pass at ACR, this time with the lessons I've collected from running it for clients. Use the geo-replicated SKU only if you actually need…
Azure Kubernetes Service: Managed Kubernetes
For "I need to run this container for an hour to crunch some data," ACI is the right answer roughly nine times out of ten. AKS is overkill, App Service for…
Azure Container Registry provides a secure, scalable foundation for container-based deployments on Azure.