Blog
Tool tests and classroom AI notes, plus the workday fixes I kept needing to look up again.
November 13, 2026 · 11 min read
Ryan Doser and I talked about AI slop on AI Rabbit Holes. Why volume stopped working, the anti-slop skills and design rules we use, and why the source of your content decides whether it's slop.
November 13, 2026 · 14 min read
Ryan Doser and I compared the big four AI personal assistants on AI Rabbit Holes. What each one costs, how much usage you really get, where I'd tell someone to start, and why I keep Hermes as insurance.
November 7, 2026 · 13 min read
Ryan Doser rebuilt a local tire shop's website live on AI Rabbit Holes from a one-sentence prompt. The stack in plain terms, when to make a skill, why you don't need an agency or a CMS, and the slide app I built for a talk.
November 4, 2026 · 16 min read
Ryan Doser and I went through 16 free GitHub repos on AI Rabbit Holes, from SEO and PR to video and writing. Here's what each one does, which ones I use, and the safety check to run before you fork any of them.
October 31, 2026 · 5 min read
Cap has a generous free plan, lets you use your own storage, and puts Loom-style share links on your own domain. Here's my setup with Cloudflare R2.
October 31, 2026 · 3 min read
You aren't keeping your own copies of meeting notes, but you should. Here's how: a Granola webhook, a cloud agent, and an Obsidian vault plus Notion database that you own.
October 30, 2026 · 24 min read
Ryan Doser and I went category by category on AI Rabbit Holes: website builders, CRMs, email, schedulers, Zapier, design, video editing, notes, and meeting recorders. Here's which ones I'd vibe code and which ones I'd keep paying for.
October 30, 2026 · 17 min read
Ryan Doser and I talked about his viral Lovable post on AI Rabbit Holes. Why I left Lovable for GitHub and Cloudflare, what a site costs on our stack, and my chase it or ignore it calls on this week's AI hype.
October 27, 2026 · 6 min read
I built a review page for AI Rabbit Holes clips where every note is a JSON file pinned to a clip, a version, and a second, committed to GitHub. Here are my two real notes on clip 2, what they fixed, and the open-source tool.
October 27, 2026 · 6 min read
It can probably do most of your repetitive, tedious, logistical, garbage work, and you don't need technical chops to set it up.
October 26, 2026 · 6 min read
When I canceled ChatGPT Plus, I realized I'd left my entire working life in it. The binder method keeps my instructions, context, and work in one GitHub folder any AI app can use, so I can switch apps any time. Copy the prompt to set up yours.
October 16, 2026 · 3 min read
Cursor Automations are cloud agents that run on a schedule with your computer off. How Aaron uses them to get more out of Cursor, and one prompt to paste in and design your own.
October 16, 2026 · 12 min read
Ryan Doser and I talked GitHub for marketers on AI Rabbit Holes. Why I keep my work in GitHub instead of Google Drive, how I back up my Grok Bot setup, and the chief of staff repo I check out like a binder.
October 13, 2026 · 11 min read
Cursor, Codex, Hermes, Grok Bot, and Devin all take work from one Linear workspace. How I set it up with one rules doc, one OAuth app per agent, and a webhook gateway, plus a prompt your agent can use to walk you through yours.
October 10, 2026 · 15 min read
Ryan Doser tested Claude Opus 5.5, GPT-6 Sol, and Muse Spark on a landing page and a launch email. I still use Luna as my daily driver, and Muse surprised me.
October 10, 2026 · 11 min read
Ryan Doser and I talked open source AI models on AI Rabbit Holes. A 3 GB Qwen model renames my screenshots offline, GLM Flash runs my personal agent in Hermes, and OpenRouter keeps it all on one API key.
October 10, 2026 · 10 min read
Ryan Doser and I talked AI video editing on AI Rabbit Holes. I still record in Riverside and Descript, but Claude, HyperFrames, and Tesseract do most of my editing now.
October 9, 2026 · 9 min read
I filmed it in 33 minutes and spent the evening editing it with Claude Code, HeyGen, and FFmpeg. Here's every prompt I sent and what I'd do differently next time.
October 4, 2026 · 9 min read
I sent one prompt and gave zero revision notes. Here are the real prompts, Linear ticket, brand rules, and outputs behind a 2:11 ChatGPT dot vs Grok Bot CarPlay video, and how to set up your own version.
September 30, 2026 · 14 min read
ChatGPT's dots run a background Heartbeat Dreamer that starts at a $100-a-month plan. Here's the same prompt and a setup for each agent: Grok Bot routines, Claude scheduled tasks, or Muse recurring tasks.
September 21, 2026 · 10 min read + videos
My exact prompts, three before-and-after edits, and the caption, sound, and camera rules I saved for the next Tesseract video.
September 18, 2026 · 8 min read
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
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.
September 8, 2026 · 10 min read
I use Grok Bot every day. Here's how its cloud computer helps with my work, where usage limits get in the way, and why I keep my instructions outside the app.
September 4, 2026 · 2 min read
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
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
I organize Grok Bot like an org system with a chief of staff, project leads, and shared specialists.
July 25, 2026 · 12 min read
The real prompts, screenshots, corrections, and tools behind a 31.7-second vertical video I edited with Codex and HyperFrames from my phone.
June 18, 2026 · Transcript
A timestamped transcript with Aaron and Kevin labelled in the script.
June 16, 2026 · 4 min read
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
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
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
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
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
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
Opening the day to a ready-made operating card that pulled the real priorities into one place.
May 26, 2026 · 4 min read
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
A small prep automation gave the fuzzy workshop lane a page that was ready on Monday.
May 22, 2026 · 5 min read
Four small jobs landed: a watcher, a connector pass, an agent-planning lane, and one hoodie reminder.
April 7, 2026 · 8 min read
Hardware is a Pi 5. Each folder has a SKILL.md, a SETUP.md, and scripts only where a prompt is not enough.
March 27, 2026 · 10 min 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
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.
February 20, 2026 · 10 min read
Cheaper tools did not fix the real problem: creators still have to sound like themselves. Format choices and a few simple systems keep a creator from sounding interchangeable.
March 3, 2025 · 12 min read
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
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 17, 2025 · 8 min read
A school AI policy has to answer normal classroom questions about what students can use and disclose, and where teacher judgment still sits.
February 2, 2025 · 15 min read
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.
LinkedIn and X get some of the rough notes first. The blog is where I keep the version I need to find later.