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Learning & Technical Deep Dives

Exploring new technologies and sharing technical insights from the trenches.

3 min read Learn

What I Mean By Learning, and What I Don't

Learning isn’t consumption or speed. It’s what survives interruption, shapes decisions, and holds up when tools and certainty change.
learning software-engineering
5 min read Learn

Prediction Is Not Resilience

An examination of why better prediction — especially with AI — doesn’t automatically make systems resilient, and how over-trust in forecasts can increase fragility when real-world failures cascade.
ai resilience systems-thinking engineering-judgement responsible-ai
4 min read Learn

Why Old Dog, New Flex Exists

A personal and editorial statement on why Old Dog, New Flex exists: documenting how an experienced software engineer is adapting to AI, learning in public, and drawing clear lines around responsibility, clarity, and long-term thinking.
ai career editorial learning odnf
2 min read Learn

The Responsible AI Adult: Why We Still Need Humans in the Loop

We need Responsible AI Adults in software—just like we need them in healthcare, education, journalism, and yes, graphic design. Not to control the outcomes, but to safeguard the inputs and validate the behavior.
ai software-engineering prompt-engineering context-engineering responsible-ai
4 min read Learn

AI is Fast, Production is Fragile

AI can write code fast — but production is fragile. A practical look at why bad prompts cause real outages, and the system I use to apply AI safely in real software engineering.
ai software-engineering prompt-engineering context-engineering responsible-ai
4 min read Learn

From Next.js to Astro: A Migration Journey

After starting with Next.js, I discovered Astro's content-focused approach was perfect for my blog. Here's what I learned during the migration.
astro migration nextjs performance