How I built a custom WordPress spam filter that learns from every spam comment, accidentally roasted pingbacks, and recovered everything. A deep dive into building intelligent, self-improving plugins.
Building EAI Anti-BS Filter: From Spam Hell to Smart Learning Plugin Read More »
Turning Error Pages Into Playgrounds What if every broken link on your website wasn’t annoying, but fun? That’s the question that kicked off my game development journey. Instead of boring “Page Not Found” messages, I’ve been building custom mini-games for each of my sites’ 404 pages. It started as an experiment. Now it’s become my
Learning Game Development with AI: My Journey Building Custom 404 Games for Every Site Read More »
I tested Claude 4.5 through my content creation gauntlet. Claude 4 passed this test before—it wrote my Geographic LLM Targeting guide. Now Claude 4.5 gets the same workflow. One session. Multiple passes. Minimal edits. Does it improve on Claude 4, or does it break what worked? This post documents the live test.
Claude 4.5 vs Claude 4: The Content Creation Gauntlet Read More »
How I went from $0.05/month across five blogs to unlocking international revenue with geographic LLM targeting — and why GPT-5 tried to talk me out of it.
From Zero to Geographic LLM Targeting: A Complete Implementation Guide Read More »
When I launched EngineeredAI.net, Google rejected 82% of my pages despite identical technical setup to my other successful blogs. Meanwhile, AI bots generated 102k requests in 30 days. This case study documents systematic search engine discrimination against AI-focused domains with real GSC, GA, and server log data – proving that AI discovery systems are outperforming traditional search by orders of magnitude.
How Search Engines Discriminate Against AI Content (With Data) Read More »
Career transitions into AI don’t mean starting from scratch. QA, dev, PM, ops, and finance professionals can pivot by layering AI onto existing skills not erasing them.
Transitioning from X Job into AI, ML, or Data Science Read More »
Forget the “entry-level PhD required” nonsense. The fastest way into AI jobs is proof, such as portfolios, transitional roles, and contributions not empty applications.
How to Get a Job in AI, ML, or Data Science (Without the PhD Nonsense) Read More »
Most “getting started” guides in AI are bloated lists that leave you overwhelmed. Here’s a staged roadmap, Python, frameworks, APIs, and portfolio proof that actually gets you moving without drowning in hype.
How to Get Started in AI, Machine Learning, and Data Science (Without Drowning in Hype) Read More »
GPT-5 was supposed to outperform GPT-4. But in structured production workflows, it broke instructions, resisted corrections, and wasted time. Here’s the failure log.
GPT-5 vs GPT-4: A Bug Report Disguised as a Review Read More »
