Essays & Insights

All Essays

Real architecture decisions, trade-offs, and lessons from production systems. Written by engineers, for engineers.

22+
Essays
6
Topics
~8 min
Avg. Read
System Blueprints 10 Future of Dev 7 AI Systems 3
All AI Production AI Systems Failure Logs Future of Dev LLM System Blueprints
content writing in AI era
Featured Essay

Content Writing Is Not Dead — It Just Changed Jobs

AI did not kill content writing. It killed commodity writing. The role shifted from writer to content architect — and that is a promotion, not a demotion.

May 24, 2026 13 min read Future of Dev

All Essays

ETL pipeline data flow diagram System Blueprints

Understanding ETL Pipelines: The Philosophy Behind Reliable Data Integration

A step-by-step guide to building ETL pipelines that actually work in production. Based on real implementations across multiple data engineering projects.

Dec 31, 2025 12 min
AI Context Engineering AI Systems

Why AI Needs Better Memory: The Context Engineering Challenge

Every AI conversation starts from zero. Here's why that's a fundamental problem and how context engineering is changing how we build AI systems that actually remember.

Dec 29, 2025 13 min