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.
Agentic AI in Action: Real Workflow Examples That Actually Work
February 17, 2026 — Jaren
Theory is nice, but does agentic AI actually save time? See real workflows from content creators (save 3.5 hours/article), marketers (save 7 hours/week on reporting), and business owners (save 12-15 hours/week on admin). Includes specific tools, before/after comparisons, and honest…
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Enhancing QA with ChatGPT: A Comprehensive Guide
Quality Assurance (QA) is essential for ensuring that software applications are free from bugs and work as expected. In the world of software development, testing…
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AI in Media & Entertainment: How Artificial Intelligence is Transforming Content Creation, Audience Engagement, and Distribution
AI is reshaping media and entertainment by automating content creation, enhancing audience engagement, and transforming video production. From AI-generated scripts to deepfake technology and hyper-personalized…
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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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From Autocomplete to Automation: How AI IDEs Are Changing What It Means to Be a Developer
AI IDEs help you code faster—but they’re also reshaping how you think. This post compares Copilot vs. v0.dev on a real task and reveals the…
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Transitioning from X Job into AI, ML, or Data Science
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…
Read more →AI in Agriculture: How AI is Revolutionizing Farming, Crop Management, and Sustainability
AI is transforming agriculture with precision farming, AI drones, and predictive analytics. Learn how AI-powered tools are making farming more sustainable and efficient.
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