A cartoon phone buried under an avalanche of identical notification bubbles while a calm correlator gadget sorts them into one incident and one recovery.

Quiet Alerts Are an Engineering Product

A system sent hundreds of versions of the same warning and proved that notification volume is not the same thing as safety.

November 9, 2026 · 3 min · 473 words · Justin
A cartoon data pipeline conveyor belt where a goofy malformed spreadsheet row wearing a 2099 date tag is gently escorted into a glowing quarantine pod while tidy rows march on.

Bad Rows Go to Quarantine

One malformed record should become one visible exception, not a reason to poison or stop an entire daily import.

November 3, 2026 · 3 min · 470 words · Justin
A laughing sysadmin watches a retro terminal run check-my-shit across servers, backups, cameras, security, promises, and forgotten stuff.

check-my-shit: The AI Command That Started as a Joke and Became a Real Closure Engine

What began as a blunt joke became a real, evidence-backed way to check infrastructure, messages, promises, outages, backups, and forgotten work without creating another dashboard.

November 2, 2026 · 8 min · 1520 words · Justin
Isometric pixel-art workshop at night with two robots and a man at a wall of monitors

One Month, Two AI Robots: What Claude and ChatGPT Built for Me

From August 27 to September 26 I ran my IT business and my house with two AI coding agents. They logged 2,197 sessions and 136,476 tool actions and shipped 65 projects. Here’s the whole month, straight from the logs.

September 26, 2026 · 2 min · 284 words · Justin
The host leans back with a coffee while glowing lines run from two docked phones out the window to a small robot on a cloud.

I Handed My AI the Keys to My Android Phones

How Claude and I set up remote ADB over Tailscale that survives every reboot, so my AI can fix settings, clean up notifications and push app updates to my phones from anywhere. Plus the traps we fell into on the way.

September 26, 2026 · 8 min · 1606 words · Justin
A confident AI robot presents an enormous accessibility request for an electric scooter outside a historic mansion museum.

The AI Had a Plan for the Mansion

I asked AI to check whether attractions would allow my electric scooter. It sent a formal mobility-aid request to a 136-year-old mansion—and the museum had receipts.

September 18, 2026 · 5 min · 1056 words · Justin
Justin talking to his phone while an AI companion helps resolve a customer issue

Apparently, My Job Is Talking to My Phone Now

I run an IT business. Lately, getting things fixed feels suspiciously like having a conversation.

September 9, 2026 · 4 min · 735 words · Justin

Wispr Flow's Android Bubble Was There—It Was Just Invisible

September 5 update: Wispr failed again, Android restarted, and my recovery helper also failed. I paid for Letterly despite preferring Wispr. Here is what the logs prove—and what they do not.

September 2, 2026 · 8 min · 1666 words · Justin
A microphone and four-button controller turning a rough voice waveform into clean text on a computer and phone

Wispr Flow Is Great Dictation, Not a Transcript

I wired Wispr Flow to a four-button controller, used it across Windows and Android, and learned exactly where its AI cleanup helps—and where it quietly changes the record.

September 1, 2026 · 12 min · 2466 words · Justin

The Alert That Went to Nobody

A critical event fired a perfectly good alert into a receiver wired to absolutely no one — and everybody slept fine because of it.

June 9, 2026 · 4 min · 818 words · Justin