Writing archive
Applied AI, cloud engineering, data systems, security, and the occasional argument about how software should be built.
Azure API Management service also known as APIM is a gateway that centralizes authentication and request routing for backend services, simplifying security and access control. In the age of LLMs, MCP Servers and Agents, It is a crucial component for managing access and ensuring safe access to the benefits of generative AI.
The Economics of Agents: Why GPT-6 Luna and DeepSeek V4.1 Flash class models matter more than you think
It is time to face the true costs of AI coding. Reliable results require compute, supervision, review and maintenance that our productivity estimates often leave out.
VS Code stores configuration, extension state, workspace state, local file history, plugins, and logs across several locations on macOS. This post maps those directories, explains what they reveal, and separates local editor state from GitHub Copilot CLI and cloud data.
How to establish trust in autonomous AI systems through identity, secrets management, and continuous assurance.
