Azure
App Service, networking, CLI isolation, and front-door patterns for Azure-hosted apps.
How Do You Train and Run Image Classification in an Azure Function
Azure Custom Vision: How Do You Train and Run Image Classification in an Azure Function?
Shape an image classification web app on Azure so the UI stays simple, the backend stays operable, and Custom Vision iteration avoids the demo trap.
Should the Browser Talk to Foundry, or Only Through a Proxy
Secure AI Shells: Should the Browser Talk to Foundry, or Only Through a Proxy?
Compare hardening options for browser-to-API proxies in front of agent backends, including runtime mismatch and Front Door failure modes.
What Do You Actually Gate in Azure DevSecOps Pipelines
CI Gates: What Do You Actually Gate in Azure DevSecOps Pipelines?
Argue for native CI linters and language test gates so locale and string regressions fail the build before release does.
How Do You Handle Dev/Staging/Prod with Azure CLI and Subscriptions
Env Isolation: How Do You Handle Dev/Staging/Prod with Azure CLI and Subscriptions?
Collapse redundant env templates and treat Azure CLI subscriptions and resource groups as the real isolation boundary to stop POC and MVP config drift.