The Conversation I Didn’t Want to Have with Myself Using uv with Docker multi-stage builds wasn’t something I planned to do.I need to admit something.For years, my Python Docker images were a mess. They worked, but every time I ran…
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AI Orchestration is the reason I completely rethought how I automate work—and why I walked away from traditional workflow automation entirely.I need to have a conversation with myself about the “automation” empire I built over the last five years.It was…
Azure Multi-Agent System architecture helped me move beyond fragile “God Prompts” and build a scalable, reliable AI team using Azure AI Agent Service. I need to have a conversation with myself about the “God Prompt.”You know the one. It’s that…
Azure AI Agent Service completely changed how I think about building AI systems. I need to have a conversation with myself about the time I tried to build a “Super Bot.”I thought I was being clever. I took GPT-4, gave…
Snowflake to Azure Synapse Analytics migration wasn’t something I planned—I was forced into it during one of our monthly “credit burn” meetings, watching Snowflake credits evaporate on a dashboard while the data team stayed silent.For two years, I was a…
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