Tag: Automation
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Building Aria: Part 4 – The Alignment Mirror
Photo by Avery Evans on Unsplash Over the previous three entries, Project Aria has crossed three clear thresholds, though none of them felt clear while I was in the middle of them. In Part 1, she found her voice: more than a demo, she became a partner in conversation that carried beyond a single reply.…
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Building Aria: Part 2 – From Voice to Agency
Picking Up the Thread In Part 1, Aria reached her first milestone: she was live in a practical sense. Running locally in Docker, serving models through Ollama, and speaking through Discord, she could already respond in conversation. Messages flowed into Postgres, the last ten entries recalled with each new exchange, giving her a baseline of…
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Building Aria: Part 1 – Giving Shape to a Thought
Photo by EJ Strat on Unsplash Framing the Problem Everyone in tech seems to have a strong opinion on AI these days—especially generative AI, the kind that powers everything from chatbots to deepfakes to essays in classrooms. For the past year, I’ve been immersed in it, testing the major models, subscribing to the usual suspects,…
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The Changing of the Tides: Navigating Work in the Age of AI and Erosion
Photo by Samuel Scrimshaw on Unsplash A Rising Undertow Last spring, the National Association of Business Economics surveyed 600 hiring managers and came back with a jaw‑dropper: more than half said applicants “couldn’t summarize a one‑page memo without AI help.” In the very same quarter, ChatGPT crossed a billion monthly users. If you picture modern…
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Modular Minds: How Technical Thinking Makes Stronger Organizations
Photo by Christina @ wocintechchat.com on Unsplash Author’s Note Over the past few weeks we’ve talked about the dollars saved by building in‑house—how skipping a custom web‑app quote, avoiding a six‑figure SaaS renewal, or shipping a Power BI fix in days instead of weeks pays real, measurable dividends. We’ve also discussed the value of recognizing the people doing…
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The Convenience Trap: Why Borrowed Solutions Build Fragile Companies
Author’s Note Every time I teach someone to automate a daily task — or pitch a simple tool that quietly saves an hour a week — the same question always comes up: “Why should we spend hours or days building something that only saves minutes or hours?” I see the same question through a different…
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The Unmaintainable Future—Or Not
We’ve been automating labor for millennia—but only now can we skip understanding completely. Millwrights in ancient Persia and medieval Europe captured the steady push of wind and water to grind grain and saw lumber—turning the brute labor of entire villages into the quiet arc of a wheel. Coal and steam amplified that leverage; the Industrial…
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Why We Celebrate Firefighters but Forget the Architects
A Meeting for a Colleague’s Promotion David sat in the company’s all-hands meeting, waiting for the big announcement. The CEO beamed at the podium, congratulating Eva—a project manager from the operations group—on her well-deserved promotion. For months, Eva had led a frantic effort to fix performance and integration issues following the launch of a new…
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Unpacking Procedural Thinking & Pattern Recognition for the Modern Business Maverick
Recommended Listening: Ever found yourself stuck in a maze of spreadsheets, tangled in a web of processes, or running into walls in a labyrinth of strategic decisions? Fear not, dear reader, for the solutions to these modern business challenges might just lie in the toolbox of a programmer. That’s right, thinking like a coder isn’t…
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Mastering the Game: Pattern Recognition and Process Mining in Your Automation Strategy
While our modern lives may not require us to track animals or predict weather changes, our brains continue to seek patterns in the environment, and not just in the physical world but also in the sphere of our daily tasks.
Abstract Foundations 