Machine Learning
Escaping the SQL Jungle | Towards Data Science
March 21, 2026
Escaping the SQL Jungle | Towards Data Science
[ad_1] don’t collapse overnight. They grow slowly, query by query. “What breaks when I change a table?” A dashboard needs…
A Gentle Introduction to Nonlinear Constrained Optimization with Piecewise Linear Approximations
March 21, 2026
A Gentle Introduction to Nonlinear Constrained Optimization with Piecewise Linear Approximations
[ad_1] problem, the goal is to find the best (maximum or minimum) value of an objective function by selecting real…
The Math That’s Killing Your AI Agent
March 20, 2026
The Math That’s Killing Your AI Agent
[ad_1] had spent nine days building something with Replit’s Artificial Intelligence (AI) coding agent. Not experimenting — building. A business…
Building Robust Credit Scoring Models (Part 3)
March 20, 2026
Building Robust Credit Scoring Models (Part 3)
[ad_1] This article is the third part of a series I decided to write on how to build a robust…
How to Measure AI Value
March 20, 2026
How to Measure AI Value
[ad_1] AI value the wrong way. Instead of asking “What new capabilities does this unlock?”, the conversation quickly turns into questions…
Agenttic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot It Early)
March 20, 2026
Agenttic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot It Early)
[ad_1] fail in predictable ways. Retrieval returns bad bits; the model is dreaming. You fix your episodes and move on.…
The Basics of Vibe Engineering
March 19, 2026
The Basics of Vibe Engineering
[ad_1] on LinkedIn a few days ago saying that a lot of the top engineers are now just using AI…
Beyond Prompt Caching: 5 More Things You Should Cache in RAG Pipelines
March 19, 2026
Beyond Prompt Caching: 5 More Things You Should Cache in RAG Pipelines
[ad_1] , we talked in detail about what Prompt Caching is in LLMs and how it can save you a…
Linear Regression Is Actually a Projection Problem, Part 1: The Geometric Intuition
March 19, 2026
Linear Regression Is Actually a Projection Problem, Part 1: The Geometric Intuition
[ad_1] learns machine learning usually starts with linear regression, not just because it’s simple, but because it introduces us to…
Vibe Coding with AI: Best Practices for Human-AI Collaboration in Software Development
March 19, 2026
Vibe Coding with AI: Best Practices for Human-AI Collaboration in Software Development
[ad_1] — collaborating with an agentic AI-powered IDE to build software — is rapidly becoming a mainstream development approach. Tasks…
