CafeSami

Did We Optimize the Metric or the System?

Did We Optimize the Metric or the System?

When regulatory compliance and corporate KPIs hinge on a single proxy metric, teams don’t build resilient products—they hyper-optimize for the test cycle. From cylinder deactivation schemes that destroy engines at 45,000 miles to software sprint velocity targets that invite technical debt, Goodhart’s Law reveals a universal trap: when a measure becomes a target, it ceases to be a good measure. Discover why narrow metric-chasing breaks complex systems, and how leadership can shift focus back to real-world performance. Learn more inside.

My Journey Through AI Concepts (Over Coffee and Curiosity)

My Journey Through AI Concepts (Over Coffee and Curiosity)

Ever wondered how AI actually works? In this story-driven post, I take you through foundational concepts—from transformers and embeddings to AI agents and reasoning models—all explained over coffee and curiosity. Whether you’re a developer, creator, or just curious, this guide will help you understand the building blocks of modern AI in a way that’s clear, engaging, and human. Learn more inside.

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