Frank Winkler — Writing https://frankwinkler.me Essays and notes on applied AI, cloud architecture, and product design by Frank Winkler — Sr. Solution Architect & AI/ML Specialist at AWS, Singapore. en Sun, 21 Jun 2026 00:00:00 GMT <![CDATA[An Operational Checklist for AI Agent Identity]]> https://frankwinkler.me/blog/mcp-security-4-operational-checklist/ https://frankwinkler.me/blog/mcp-security-4-operational-checklist/ Sun, 21 Jun 2026 00:00:00 GMT security ai-agents aws identity playbook <![CDATA[Short-Lived Credentials and Brokered Tokens for AI Agents]]> https://frankwinkler.me/blog/mcp-security-3-short-lived-credentials/ https://frankwinkler.me/blog/mcp-security-3-short-lived-credentials/ Tue, 16 Jun 2026 00:00:00 GMT security ai-agents aws iam oauth <![CDATA[The architecture of trust: designing AI products people actually rely on]]> https://frankwinkler.me/blog/sample-post/ https://frankwinkler.me/blog/sample-post/ Fri, 12 Jun 2026 00:00:00 GMT applied-ai product-design <![CDATA[Govern AI Agents at the Gateway, Not the Prompt]]> https://frankwinkler.me/blog/mcp-security-2-govern-at-the-gateway/ https://frankwinkler.me/blog/mcp-security-2-govern-at-the-gateway/ Tue, 09 Jun 2026 00:00:00 GMT security ai-agents mcp aws bedrock <![CDATA[MCP Security Is an Identity Problem: The Non-Human Identity Crisis]]> https://frankwinkler.me/blog/mcp-security-1-non-human-identity-crisis/ https://frankwinkler.me/blog/mcp-security-1-non-human-identity-crisis/ Tue, 02 Jun 2026 00:00:00 GMT security ai-agents mcp aws identity <![CDATA[Building Production ML Pipelines on AWS]]> https://frankwinkler.me/blog/building-production-ml-pipelines-on-aws/ https://frankwinkler.me/blog/building-production-ml-pipelines-on-aws/ Tue, 12 May 2026 00:00:00 GMT mlops aws genai <![CDATA[Why ASEAN Is an AI Inflection Point]]> https://frankwinkler.me/blog/why-asean-is-an-ai-inflection-point/ https://frankwinkler.me/blog/why-asean-is-an-ai-inflection-point/ Wed, 04 Mar 2026 00:00:00 GMT genai asean strategy