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Thoughts on technology, nonprofit operations, AI, and building in public.

Let me download my own data

Let me download my own data

Vibecoding changed what one person can build. The bottleneck now is companies still treating my own data like I need permission to have it.

claude-codeaitoolsdata-portability
My AI runs a weekly infrastructure audit

My AI runs a weekly infrastructure audit

Monitoring tells me what's on fire. It can't tell me what's quietly rotting. Once a week, Claude Code sweeps my stack looking for the stuff I'd never check on my own. Here's what it found last Monday.

claude-codeaiself-hostingautomation
I cancelled my Raindrop subscription and rebuilt the replacement in a few hours

I cancelled my Raindrop subscription and rebuilt the replacement in a few hours

I had about 6,400 bookmarks in Raindrop. I moved them all into Notion, built a new capture pipeline, and stopped paying for a single-purpose tool. Claude Code wrote almost all the code.

aiautomationself-hostingn8nnotionclaude-code
The best thing about two AIs is when they disagree

The best thing about two AIs is when they disagree

I run two AI models on every pull request, blind to each other's work. The disagreements are where the real catches come from.

claude-codeaitools
The best thing I did with AI was give it a server

The best thing I did with AI was give it a server

Most people use AI as a conversation partner. I gave mine a $7 server, a deploy platform, and an automation engine — and it changed what I could build.

claude-codeaiself-hostingn8ntools
I made 1.2 million emails searchable

I made 1.2 million emails searchable

I backed up every email I've ever sent or received, indexed it all for full-text search, and built a daily digest that tells me what actually needs my attention. Here's how.

claude-codeaitoolsself-hosting
AI is great at research. It's terrible at sourcing.

AI is great at research. It's terrible at sourcing.

I caught fabricated quotes in a client report before it went out. AI hallucinates most where you're least likely to check — and sub-agents are worse. Here's the system I built to catch it.

aitoolsconsulting
The fediverse has an AI problem

The fediverse has an AI problem

Elena Rossini makes a strong case for public institutions on the fediverse. But the biggest barrier to adoption isn't willingness -- it's a missing sysadmin. AI could fix that, if the community would let it.

aiself-hostingfediverse
You Need to Learn AI (I Promise It's Worth It)

You Need to Learn AI (I Promise It's Worth It)

Progressive organizations are falling behind on AI. The gap is growing, and your team deserves a head start. Here's why it's worth learning now.

ainonprofitsprogressive
I built a social posting pipeline without writing most of the code

I built a social posting pipeline without writing most of the code

How I used Claude Code to build a fully automated posting system for Twitter and Bluesky. I directed the architecture, Claude wrote the code, and it's been running for months.

aiautomationself-hostingn8nclaude-code
I built a self-hosted RSS system that actually keeps me informed

I built a self-hosted RSS system that actually keeps me informed

Email newsletters were drowning me. Algorithm feeds were wasting my time. So I used Claude Code to build a self-hosted RSS setup with Miniflux, NetNewsWire, and an AI filter that only shows me stuff worth reading.

claude-codeaitoolsself-hosting
I rebuilt my entire website with AI in one sitting

I rebuilt my entire website with AI in one sitting

I'm not a developer. But I just rebuilt jordankrueger.com from scratch using Claude Code, and I wanted to write about how it went.

claude-codeaitools
The one security practice that would prevent 80% of nonprofit breaches

The one security practice that would prevent 80% of nonprofit breaches

Password managers aren't sexy, but they're the single most impactful security upgrade your organization can make.

securitytoolsnonprofits
Why the heck aren't you using an AI notetaker yet?

Why the heck aren't you using an AI notetaker yet?

AI notetakers are one of the most impactful, low-effort tools you can add to your workflow today. Here's why you should start.

aitoolsproductivity