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.
I Had Never Written Python Before. Then I Built an Autonomous AI Blogging Engine in One Conversation.
February 28, 2026 — Jaren
I built a multi-model AI writing pipeline that researches, drafts, edits, and publishes blog posts to WordPress automatically. This is how it works, what we decided at every stage, and why it is not vibe coding.
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How AI is Reshaping Software Testing: What Every QA Engineer Needs to Know
AI is transforming software testing through automation, predictive defect analysis, and intelligent test generation. Learn how AI-powered tools are reshaping QA workflows and why testers…
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Getting Started with ChatGPT: A Quick Guide for Beginners
⚠️ This Post Is OutdatedThis guide was written for beginners when models needed more hand-holding. It doesn’t cover repeatable systems, multi-step prompting, or reliable output…
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How I Use a Local LLM to Extend Claude’s Context (Without Hitting Limits)
Claude’s context limit makes serious AI work impossible. I fixed it by running a hybrid stack, Claude for reasoning, a local LLM for recall. No…
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GPT4All Is Impressive—So We’re Building With It (But Not How You Think)
We’re not reviewing GPT4All. We’re building with it. This post kicks off our Engineered AI assistant project—using real tools like Ollama, LlamaIndex, and Flask to…
Read more →AI in Legal Practice: The Future of Law with Human-AI Collaboration
Introduction AI is transforming the legal industry, from automating contract review to predicting case outcomes. However, AI is not a perfect replacement for human expertise.…
Read more →Enhancing Your ChatGPT Experience: How We Interact Today
Enhance your ChatGPT experience by refining interaction techniques, optimizing memory, and improving AI efficiency for workflow productivity. Learn how to maximize ChatGPT’s potential for QA,…
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