Guardrails That Hold: RAI Filters & a Governed MCP Gateway
Part 2 of the governed AI platform: a custom RAI content filter with harm thresholds, plus an MCP gateway that tiers tool access.
Part 2 of the governed AI platform: a custom RAI content filter with harm thresholds, plus an MCP gateway that tiers tool access.
How I built an internal AI platform on Microsoft Foundry with governance first: data residency, secret-less identity, and central audit.
Azure CW31 2026: AI Gateway in API Management, Azure Enclave preview, Key Vault symmetric keys, and reservation exchanges ending February 2027.
Set up Azure budget alerts at 50/80/100/120% thresholds, enforce cost tags via policy, and automate with a reusable Terraform module.
Build an Azure governance framework with management groups, policy assignments, compliance monitoring, and automated remediation that scales.
Advanced EPAC patterns: policy exemptions with expiry dates, scalable assignment strategies, initiative design, and troubleshooting tips.
Build CI/CD pipelines for EPAC. Learn GitHub Flow for policy changes, Azure DevOps configuration, and safe policy promotion to production.
Manage Azure Policy at scale with EPAC. Covers desired state management, multi-environment deployments, and why portal-based policy management fails.
Practical guide to Azure cloud foundation: governance, connectivity, identity, security, and management done right from day one.