AI is just another tool. This is where I engineer with it.
I document how I use AI to modify real systems all with constraints, tradeoffs, scripts, and outcomes.
My Multi-Model AI Writing Stack: How It Evolved and Why It Works the Way It Does
February 23, 2026 — Jaren
I started with ChatGPT 3.5. One model, one pipeline, everything through the same tool. That system ran for months until the output stopped being trustworthy. This is what the stack looks like now and why it evolved the way it…
Read more →
Learning Game Development with AI: My Journey Building Custom 404 Games for Every Site
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…
Read more →
AI in Customer Service: Enhancing User Experiences and Streamlining Support
Artificial intelligence is revolutionizing customer service, making it faster and more personalized. Learn how AI tools like chatbots, virtual assistants, and predictive analytics can streamline…
Read more →
Why Better AI Output Comes From Voice, Not Better Prompts
Better AI output doesn’t come from cleaner prompts. It comes from changing how your thinking enters the system. Voice preserves context that typing strips away.
Read more →
Ollama vs GPT4All vs Local LLMs – What Actually Works Offline
Local AI promises freedom from cloud lock-in, but most tools collapse under real use. I tested Ollama, GPT4All, and containerized LLMs to see what actually…
Read more →
The Hidden Costs of AI: Is Automation Really Saving Us Time and Money?
AI promises cost savings, but does it deliver? Discover the hidden expenses of AI implementation, from security risks to ongoing maintenance costs.
Read more →5 AI Tools That Save You Hours Every Day
IntroductionTime is a precious resource, and we’re all looking for ways to make the most of it. Fortunately, artificial intelligence (AI) has introduced tools that…
Read more →