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⚡ AI Lessons
Medium · Programming
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
The Hidden Cost of Speed: Managing Synthetic Tech Debt in AI-Assisted Development
Back in 2015, Google dropped a paper that fundamentally changed how we view MLOps: “Hidden Technical Debt in Machine Learning Systems” [1]… Continue reading on
Medium · Programming
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
Build a Production MCP Server with FastMCP 3.0 (Auth + Tracing)
Quickstarts get you a 15-line server. Here’s the auth middleware, JWT checks, and OpenTelemetry tracing that survive production. Continue reading on Medium »
Medium · Programming
🏭 MLOps & LLMOps
⚡ AI Lesson
4mo ago
Our Model Deployments Were Taking 54 Minutes and Breaking Silently.
A complete MLOps walkthrough: Docker multi-stage builds, AWS ECS Fargate, ECR image management, GitHub Actions CI/CD with five automatic… Continue reading on Me
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