Writing

Essays, field notes, and ideas still in motion.

This is the part of the site where I think out loud. Architecture, AI, culture, judgment, failure modes, and the patterns that only become obvious after something meets reality.

Editorial bias

I’m more interested in signal than content velocity.

I write to clarify what I think, to notice patterns earlier, and to leave behind something more useful than recycled talking points.

Index

Sorted by what still feels true

Apr 16, 2026 Building / AI / Reflection

The Site I Was Almost Proud Of →

I built a personal site with AI. Then I couldn't bring myself to share it. I thought it was confidence. It was taste.

Mar 22, 2026 Reflection / AI

The Existential Middle →

I was excited. Then I felt urgent. Now I feel like everyone has the same tools I have and I have nothing special to add. The feeling is real. The conclusion is wrong. Here's what I've learned sitting in the middle.

Mar 18, 2026 Systems / AI

Everything Is a System (Whether You Designed It That Way or Not) →

AI implementation is fundamentally a systems engineering problem being solved by people who don't think in systems. The interfaces are where things break. The feedback loops are where things improve. Most teams build neither.

Mar 16, 2026 Systems / AI / Field Notes

The Feedback Loop Nobody Built →

Almost every AI system I've seen is designed as a pipeline: data in, output out. Almost none are designed as a loop. This is the most consequential architectural mistake in enterprise AI.

Mar 15, 2026 AI / Systems / Building

The Claude Code Cult →

Everyone's building software with AI now. The enthusiasm is justified. But the implications — for quality, security, and the growing pile of unmaintained code — deserve a more honest conversation than 'look what I built in 45 minutes.'

Mar 14, 2026 Systems / AI / Reflection

AI Won't Replace Systems Thinkers. It Needs Them. →

AI is making it easy to build components. It's making it harder to integrate them. The demand for people who understand systems — not just models — is about to explode.

Mar 13, 2026 AI / Reflection

When AI Talks to AI, Where Do We Fit? →

If AI writes our content and AI scrapes and reads it, we've built a loop where machines are performing for machines. The question isn't whether this is happening. It's whether we're okay with it.

Mar 12, 2026 AI / Systems / Field Notes

The Identity Layer Nobody Prioritizes →

Teams spend weeks choosing AI models and days on prompt engineering. Then they deploy without thinking about who has access to what the model can see.

Mar 11, 2026 AI / Systems / Field Notes

The Onboarding Problem Nobody Talks About →

I built an onboarding agent and discovered the real problem wasn't the model — it was that the organization's own documentation contradicted itself across departments.

Mar 10, 2026 AI / Culture / Building

Information Is Free. Trust Is Rare. →

AI commoditized information overnight. What it can't generate is judgment shaped by consequence — the kind that only comes from years inside the work. That's the new scarce resource.

Mar 9, 2026 AI / Systems / Field Notes

Why AI Pilots Succeed and AI Deployments Fail →

The gap between 'it works in a demo' and 'it works in production' is where most AI projects die. The failure isn't technical — it's architectural.

Mar 8, 2026 AI / Systems

The Context Window Is the Product →

The real limitation of AI tools isn't intelligence — it's memory. Every conversation starts from zero. Whoever figures out how to make AI interactions compound rather than reset will have built something durable.

Mar 6, 2026 AI / Systems / Field Notes

The Drift Problem in AI Systems →

AI systems don't break dramatically. They drift quietly. The output gets slightly worse each month, and nobody notices until someone asks why the quality dropped.

Mar 5, 2026 Building / Systems

How I Rebuilt This Site (and Why It Took Deleting 90% of the Code) →

My portfolio had 84 dependencies and served seven pieces of content. The rebuild wasn't about writing new code — it was about having the judgment to delete working code that didn't need to exist.

Mar 1, 2026 Building / Reflection

Your Brain Is Not a Filing Cabinet →

Most productivity tools assume you think in categories. You don't. I'm building something that starts with capture instead.

Feb 28, 2026 Reflection / Culture

Things I Believe About Work That I Can't Prove →

Short, declarative assertions about systems, teams, and building. No explanations. No caveats.

Feb 25, 2026 AI / Systems / Field Notes

The Reusability Trap in AI Systems →

Every organization wants reusable AI components. Almost nobody builds for it correctly. The right sequence is: build specific, observe patterns, then extract.

Feb 22, 2026 AI / Systems / Field Notes

What 'Production-Ready' Actually Means for AI →

A checklist that would save most AI projects from the gap between 'it works in a demo' and 'it works when real people use it every day.'

Feb 20, 2026 Culture / Reflection

The Architect's Dilemma →

I sit between the people who fund the work and the people who build it. Both sides think I'm advocating for the other. Neither is entirely wrong.

Feb 18, 2026 AI / Systems / Culture / Field Notes

What AI Governance Actually Looks Like →

It's not a policy document. It's a set of operational decisions you make before the first deployment and enforce after the tenth.

Feb 15, 2026 Systems / AI / Building

The Problem With Having Good Taste and a New Hire →

I hired a marketer and immediately discovered that months of accumulated AI context doesn't transfer. Documents didn't fix it. So I built a system that encodes decisions instead of describing them.

Feb 12, 2026 Culture / Systems / Field Notes

The Meeting That Should Have Been a Decision →

Most AI architecture meetings don't fail because the technology is complex. They fail because nobody in the room is authorized to make a decision.

Feb 10, 2026 Building / Reflection

Building for One User →

Every tool I've built that actually works started the same way: I needed it and nothing else did the job right. I've started to believe this is the only honest way to build.

Jul 21, 2024 Reflection

Sidelined as a Sidekick →

A conversation about strengths led to an unexpected conclusion. What does it mean when someone sees you as a supporting character?

Apr 10, 2024 Reflection

My 'I Didn't Quite Finish' Resume →

A journey of passionate starts and valuable lessons. Maybe these 'failures' aren't failures at all.

Dec 20, 2023 Systems / Culture

Cost Culture →

Everyone wants to reduce cloud costs. Almost no one wants to change how they work. I've been thinking about why this is so hard.

Jun 1, 2023 AI / Systems

Patterns in Conversational AI →

After building several conversational AI systems, some patterns have emerged. Mostly around managing expectations.