Ship Clean Code Faster: A Pragmatic Guide to Using Cursor Effectively

TL;DR — Cursor can 2× your delivery speed if you install hard guardrails. This guide shows how rule files, checkpoint‑and‑restore, test‑driven development, and ruthless pruning let you bank that speed without inflating technical debt. Why Bother Reading Another AI‑Coding Post? Most “AI pair‑programmer” articles stop at shiny demos. They rarely answer the question architects lose sleep over: How do we prevent the […]

Reliability by design: Implementing Test Driven Development Strategies in Python Data Engineering

Introduction In the rapidly evolving field of data engineering, maintaining high-quality, reliable, and efficient data pipelines is crucial for businesses to make informed decisions and stay competitive. One methodology that has been instrumental in achieving these objectives is Test-Driven Development (TDD). At its core, TDD involves a simple, yet powerful cycle: write a failing test […]