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Notes from AI work I want to find again

Tool tests and classroom AI notes, plus the workday fixes I kept needing to look up again.

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September 30, 2026 · 9 min read

How to make your own ChatGPT dots in Claude

ChatGPT's dots run a background research agent that starts at a $100-a-month plan. Here's the prompt behind it and how to build your own version in Claude with scheduled tasks and one notes doc.

OpenAI's dots launch artwork next to Claude, titled How to make your own ChatGPT dots in Claude

September 30, 2026 · 9 min read

How to make your own ChatGPT dots in Muse

ChatGPT's dots run a background research agent that starts at a $100-a-month plan. Here's the Heartbeat Dreamer prompt and how to build your own version in Muse with recurring scheduled tasks and one notes file.

OpenAI's dots launch artwork next to Muse, titled How to make your own ChatGPT dots in Muse

September 30, 2026 · 10 min read

How to make your own ChatGPT dots in Grok Bot

ChatGPT's dots run a background Heartbeat Dreamer that starts at a $100-a-month plan. Here's the same prompt and a Grok Bot setup with routines, a /workspace notes file, and handoffs to your chief bot.

OpenAI's dots launch artwork next to Grok Bot, titled How to make your own ChatGPT dots in Grok Bot

September 18, 2026 · 8 min read

Meow vs Mercury: why my business banking went to Mercury

I compared Meow and Mercury for my consulting business: the apps, the APIs, the pricing, and what my agents can actually do with each one. Mercury won as the daily operating account; Meow is still the better idea for how agents should touch money.

September 15, 2026 · 9 min read

Astra vs Fable: why I'm still paying for ChatGPT

Fable wrote a better draft from my 17-page PDF, but Astra finished faster. Ryan Doser and I compare writing, websites, and why I'd choose ChatGPT Pro.

Ryan Doser and Aaron Makelky compare Astra and Fable: $100 a month, one winner

September 4, 2026 · 2 min read

I'm hosting.

Astra Commons is coming to Casper. Join me and OpenAIDevs on September 12 at CitiWerks for free coffee, food, and GPT-6 credits.

September 3, 2026 · 3 min read

How to get more Grok Bot usage (without paying more)

Grok Bot is awesome, but the rate limits suck. Here's a little trick that's totally legit: run Cursor, Grok Build, Codex, or Google's anti-gravity on Grok Bot's own Linux terminal so the coding work does not eat your usage.

August 31, 2026 · 6 min read

Your Grok Bot setup is a mess

I organize Grok Bot like an org system with a chief of staff, project leads, and shared specialists.

June 16, 2026 · 4 min read

one card run beat a year of errands

A night-before anniversary card run left me with a Poke recipe, one dollar-store trip, and a card bench for the next year.

June 15, 2026 · 4 min read

the row shape was the build

I cleaned up a tiny content ops problem that was getting just annoying enough to matter: one promo slot had turned into a pile of platform rows.

June 4, 2026 · 4 min read

the chart needed a memory

A monthly slide update became a source note: chart, numbers, read of the month, and the manual paste step.

June 2, 2026 · 4 min read

the comment had no instructions

A vague assigned comment had no instructions, so I built slide-ready notes. The deck edit stayed manual because that was the right handoff.

May 29, 2026 · 4 min read

I did not have to ask

The board already knew what could move and what needed to wait, so the day started without another tab hunt.

May 28, 2026 · 4 min read

no specialists in the room

A motion piece in Jitter while the designer was out, a Descript API transcript pull to answer a livestream viewer, and a full workshop follow-up that never left Notion.

May 27, 2026 · 4 min read

the dashboard asked first

Opening the day to a ready-made operating card that pulled the real priorities into one place.

May 26, 2026 · 4 min read

the system stopped living on one laptop

A chopped-up day left me with a workshop board and a repo the agents could all read. The content plan got smaller too.

May 25, 2026 · 4 min read

the brief was the build

A small prep automation gave the fuzzy workshop lane a page that was ready on Monday.

March 27, 2026 · 10 min read

He told me he felt like he could finally read

A student told me the tool let him read. The hard part was deciding which friction was still the work. From a Skilling Future Podcast conversation about AI inside a school.

February 20, 2026 · 12 min read

revision history may not catch the agent

Agentic browsers can move through web assignments in ways revision history may not catch. That changes what a teacher can verify after the work is done.

March 3, 2025 · 12 min read

most teacher AI apps are wrappers

Most teacher AI apps are wrappers around the same models. I would start with the frontier tools, then add classroom-specific apps only when they save real time.

February 22, 2025 · 10 min read

context, a revision, then check the work

Before the app choice matters, students and teachers need a few repeatable habits: give the model context, push for a revision, then check the work before trusting it.

February 2, 2025 · 15 min read

I made these AI mistakes as a teacher first

I made plenty of AI mistakes as a classroom teacher. These are the ones I would clean up first, especially for schools trying to move past panic and tool demos.

Where the rough notes start

LinkedIn and X get some of the rough notes first. The blog is where I keep the version I need to find later.