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field-notes

Creative scraps, observed moments, half-formed thoughts. These are the loose threads I pull on later.

When One AI Rewrites for Another

When One AI Rewrites for Another

Prompt rewriting isn’t just a clever trick — it’s becoming core infrastructure. From cloud tools to agent chains, we’re seeing a shift: one AI clarifies the ask, another executes. The result? Fewer errors. Smarter systems.

Help Me Help You (Help Me)

Help Me Help You (Help Me)

One AI helps another do its job better. I use GPT to rewrite prompts for Lovable — cutting errors, saving time, and revealing a deeper pattern: intent → refiner → executor. This isn’t just prompt cleanup. It’s the start of a new architecture.

How I Used One AI to Train Another: A Tactical Reset in Data Architecture and AI Tooling Strategy

How I Used One AI to Train Another: A Tactical Reset in Data Architecture and AI Tooling Strategy

Like most devs experimenting with AI tools, I’ve found myself juggling multiple platforms, APIs, and half-understood schemas to build things faster. Sometimes it works. Other times, it works against you.

$50 of AI Later: Lessons from Burning Credits Fast

$50 of AI Later: Lessons from Burning Credits Fast

AI credits vanished quickly, highlighting hidden costs and forcing clarity into my development process. Here's how a $50 investment turned into a practical blueprint for smarter AI‑assisted builds.

The Lost‑Phone Test for AI: Could Your Org Still Function Tomorrow?

The Lost‑Phone Test for AI: Could Your Org Still Function Tomorrow?

Dropped phone, lost life. Same test applies to corporate AI: if your copilots vanished tomorrow, would work even slow down? The “Lost-Phone Test” exposes integration gaps and makes the case for a Chief Intelligence Officer to weave tools into real workflows.

Overnight Dev: From Rage-Quit to Release in 72 Hours—With AI Riding Shotgun

Overnight Dev: From Rage-Quit to Release in 72 Hours—With AI Riding Shotgun

Burned-out coder to live app in one weekend: two failed scrapers, one hidden JSON API, and AI tools that scaffolded the rest. How DevTools + GPT turned AES volleyball data into an MVP—and why your next Jira ticket might build itself.

It’s Time for the CIO 2.0

It’s Time for the CIO 2.0

Most AI conversations start in the wrong place — with tools, not capabilities. What’s missing isn’t another pilot. It’s a new executive role: someone to steward how your organization thinks, learns, and evolves.