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Not Everything Should Be Automated
A few years ago, a budgeting app that tagged every purchase was smart, almost too smart. But after a few months, something strange...
Building a Graph-Based Lineage AI Tool with Python
Data relationships are not linear, they are a network. To solve this, we need to treat our infrastructure as a Graph. We will use...
The $50,000 PDF No One Reads: Why Your Security Audits Are Failing
Security isn't about generating paperwork; it's about finding the cracks before the water gets in.
The Infinite Loop of "Fixing the Build": How to Escape CI/CD Purgatory
DevOps is becoming more like "Copy-Paste DevOps," where we drag the same mediocre, insecure pipeline configuration from project to...
Why Using AI Like a Human Makes You Easier to Replace
Using AI to mimic human work makes people replaceable. Real leverage comes from judgment, orchestration, and decision ownership, n...
My "Serverless" Dream Turned into an IP Ban Nightmare: Why I Moved to Desktop
I built a Reddit marketing tool on Next.js, but server-side scraping led to instant IP bans. This post explains why I pivoted to a...
Stop Wasting Weeks on Dev Setup: Containers to the Rescue
Setting up development environments takes time. Doing this more than once is a time sink and prone to error. So how can we reduce...
X Is Auto-Loading Your Links—Affiliates Just Found a Way to Turn It Into CPM Cas...
X recently rolled out a feature that preloads external links in tweets the moment they appear in someone’s feed. This is the bigge...
An AI Crew for Automated Diagramming and Documentation
Cloud documentation is always outdated. Manual updates take 2-3 days per environment and are obsolete within weeks. Solution: AI a...
How I Built an AI-Powered Research Automation System with n8n, Groq, and 5 Acade...
This post guides you through architecting an AI-powered research automation system using a low-code approach. It shows you how to...
The AI Reality Gap: What 11 Professionals Revealed About AI at Work That MIT Stu...
The hype around AI is growing, but some experts are skeptical about its potential. The author interviewed marketers, investors, e-...
Rapid-eks – Production EKS in 13 minutes with Terraform + Python
Setting up AWS EKS manually takes 2-4 weeks. rapid-eks does it in 13 minutes with production best practices: multi-AZ VPC, Karpe...
