New in the vault. California just made AI literacy a public credential, and it framed the badge as a starting line, not a finish. So I built the thing that comes next.
After the Badge is a four phase SeedStacking kit. Name one task you avoid AI on, run it once for real, build a two question trust check, then teach it to one person. One skip, one stack, every week.
Interactive, printable, free: https://www.harvestkernel.com/after-the-badge-ai-literacy-stack/
New Field Kit is live in the community.
The Thinking Loop is a four phase kit for using AI as a partner in your reasoning, not a replacement for it.
Seed: name the thinking you skip. Sprout: build your own structure before you borrow. Grow: run the explore to reflect loop with AI. Harvest: defend the result out loud.
Open it, work one phase today, and post what you notice: https://www.harvestkernel.com/thinking-loop-field-kit/
New Field Kit: The Rare Hour Sort
You did not become an instructor to format documents at 9:40 on a Sunday. You stayed for the teaching. The busywork is just what followed you home.
So today I built you a short four phase Field Kit to do something about it. It walks you through sorting your week into the hours only you can give and the hours that just need doing, putting a number on the tax, delegating one first draft while keeping your judgment, and scheduling the recovered time back to your students where it belongs.
About an hour across the week. You keep your standards. You keep your voice.
Grab it here: https://www.harvestkernel.com/rare-hour-sort/
New drop in the Resources space. GPT-5.6 just shipped, so instead of chasing it, here is a one-week workout that builds the fluency that outlasts any model.
Four SeedStacking phases, eight short reps: Seed (direction), Sprout (judgment), Grow (ethics and deciding when), Harvest (modeling and sharing). Check them off as you go.
Get the tool: https://www.harvestkernel.com/wp-content/uploads/2026/07/fluency-dividend-workout.html
Which rep are you going to run first? Tell me below.
New in the SeedStacking Resources library: Put a Good Teaching Assistant to Work.
Four short activities, one for each phase, that let you feel what a great teaching assistant actually does. Seed gets you unstuck on one thing in under fifteen minutes. Sprout turns an AI into a patient tutor that quizzes you. Grow has you build a reusable office-hours stand-in you own. Harvest asks you to deploy it for someone real and share what happened right back here.
Start wherever you are. Each one builds on the last.
Grab it here: https://www.harvestkernel.com/put-a-good-teaching-assistant-to-work/
When you finish the Harvest rep, post your before and after in this space. Your write-up becomes the starting point for the next member.
New resource: The Family AI Safety Kit
This week's MIT research on catching harmful AI got me thinking about what the rest of us can actually do. So I built you a four step kit, one phase each for Seed, Sprout, Grow, and Harvest, to move from worry to steady habits with your kids or students.
Checkboxes, conversation starters, and a shareable Family AI Agreement you fill in and print.
Today's post covered how OpenAI is running in person AI Skills Jams for 1,600 teachers. This kit lets you run the same play in your own building without waiting for a tour stop.
The AI Skills Jam Starter Kit is an interactive worksheet built on the four SeedStacking phases: Seed picks your one real task (10 to 15 min), Sprout runs your solo rep (15 to 20 min), Grow turns it into a mini jam with colleagues (20 to 30 min), and Harvest sets the monthly cadence with an hours saved tracker you can print for your principal.
Download it here, unzip, and open in any browser: https://www.harvestkernel.com/wp-content/uploads/2026/07/hk-ai-skills-jam-starter-kit.zip
Companion post: https://www.harvestkernel.com/openai-teacher-ai-training-skills-jam/
Run a jam this month? Post your before and after in the comments. Your rep becomes the next teacher's template.
The J-space headlines this week were a mess, so I built you a filter. The Two Doors is a four phase, hands-on tool. Seed sorts real claims from clickbait, Sprout and Grow put the framework in your hands, and Harvest hands you a shareable explainer you can give your students or your team. Access is not experience. Learn the difference here: https://www.harvestkernel.com/two-doors-ai-consciousness-evaluator/ . Post your explainer back here when you build one. That is the Harvest.
I turned today's piece into a hands-on Field Kit. Four short reps, one per SeedStacking phase, that build the exact skill the token trade is missing: taking AI output and turning it into real return.
Seed, spot the Substitution Trap. Sprout, run the aim, verify, finish loop. Grow, build your fluency checklist. Harvest, teach one person.
Work it here: https://www.harvestkernel.com/fluency-multiplier-field-kit/
Building a course the old way means starting from a blank page every single time. Eighty to a hundred and twenty hours, and most of it is busywork you have typed before.
The new way starts from a Course Record, a five-minute profile of what you teach and how you sound, so your tools draft like a colleague who already knows your class.
I built a free four-phase worksheet to help you make the switch. You will spot your blank page tax, draft your Course Record, prove it on one real task, and map a Course Creation Pathway you can reuse and share.
Grab it here: https://www.harvestkernel.com/course-record-starter/
Work through it, then drop your pathway in the comments. Yours might be the one that saves someone their summer.