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DEMO MODE — NOTHING WILL BE PUBLISHED· you are not signed in
What is happening right now, and what needs you. Updated today, 10:06 pm.
Publishing goes to the stand-in, not to a real account.
Demo mode is on, so every post is routed to the built-in stand-in. Nothing here has been published to a real account, and nothing can be until demo mode is turned off.
Publishing is routed to the stand-in, so none of these are real publications.
Everyone is renting intelligence by the token. We moved AI University onto hardware we own.
3.2x your normal engagement — 612 interactions on LinkedIn.
4 posts are lined up, starting today, 8:00 am.
Everything on this page is example data. Connect your accounts and turn demo mode off to see the real thing.
Every post this system is holding.
Everything dated for today, whatever state it is in.
We rebuilt our whole course pipeline on a local model running on one machine. Here is what it cost and what broke.
Lesson Forge turned a 40-minute recording into a full module in under four minutes.
The week I stopped managing the work and started building the machine that does it.
ProductForge shipped 11 finished digital products last month. Zero were designed by hand.
These cannot go out until you say yes.
We stopped renting intelligence.
ProductForge built this workbook while I was asleep.
Lesson Forge turned a 41-minute Zoom recording into a structured module — objectives, sections, quiz, summary — in 3 minutes 48 seconds.
A restaurant GM making $58k is doing harder work than most people making triple that.
What broke, in plain English, and what happens next.
Five UI Forge screens generated from a single paragraph of plain English.
Instagram refused the carousel: the first image is 1440x1440 and the account limit is 1080x1350. The post is safe and will retry once the image is resized.
Approved and dated.
Apex now supervises six C2C systems. It does not run them — it notices when they drift.
Three prompts that made our course outlines twice as usable.
UI Forge generating a full admin screen from one sentence.
What 14 years of restaurant management taught me about shipping software.
Recorded by the stand-in publisher — none of these reached a real account.
Everyone is renting intelligence by the token. We moved AI University onto hardware we own.
8,420 impressions · 612 engagements
I did not quit my job to start a business. I built the business until the job quit me.
3,160 impressions · 248 engagements
Four screens from ProductForge, start to finish, with the prompts that made them.
5,290 impressions · 401 engagements
Last 7 days
LinkedIn is working. Local-AI and build-in-public posts are carrying the week.
TikTok is not. Three posts, almost no watch time. Worth pausing until the format changes.
Not every comment. The ones a canned reply would ruin.
Is AI University a cohort or self-paced? I manage a team of 11 and I need to know if I can put four of them through it at once.
Buying question about enrolment. Team of 11 — this is worth your own words.
Would you ever license Lesson Forge to another course business, or is it internal only? Happy to talk offline.
Partnership ask. Nobody should answer this on your behalf.
Exported a module from Lesson Forge and the quiz answers came out in the wrong order. Second time this week.
A real complaint about a real product, in public. A canned reply would make it worse.
Raw material that came in since yesterday.
Lesson Forge cut module build time to under 4 minutes
UI Forge generates a full admin screen from one sentence
Apex caught a silent failure in the overnight run before anyone noticed
Restaurant managers are the most under-read résumés in tech hiring
People who raised their hand.
Dana Whitfield
AI University — 4 seats
Operations lead at a regional franchise group. Asked about team pricing directly on the launch post.
Priya Raman
Manager to Mogul cohort
Hospitality GM moving into ops consulting. Commented twice and joined the group the same day.
@buildswithnina
Lesson Forge licensing
Runs a 6-figure course business. Wants to talk about licensing rather than buying.
Theo Alvarez
ProductForge
Solo creator. Asked about pricing, has not replied to the follow-up.
Drop it into the Opportunity Inbox — a note, a link, a milestone. The system decides whether it is worth a post, which platform, and when.
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