Project scope
At minimum: public versus premium lessons, account auth, subscription entitlement, learning progress, knowledge capture, and trust signals.
Capstone
Build an AI product with auth, billing, and learning loops
This lesson is not about piling on more pages. It forces you to connect lessons, identity, billing, learning capture, trust, and SEO into a product someone else can open, test, understand, and pay for. DepthPilot’s value is pushing a demo into a deliverable product.
Acceptance criteria
You must demonstrate the full loop from guest to account, from unpaid to premium access, and from learning to saved knowledge assets.
Final objective
Ship a product that another person can open, evaluate, and understand instead of a half-finished build that only you can run.
DepthPilot capstone rubric
Connected feature chain: public lessons, auth, billing, and learning capture must affect each other.
Connected proof chain: every important path should have screenshots, logs, or database evidence.
Connected content chain: every lesson should say what it teaches, how it is verified, and what the user takes away.
Externally understandable: someone outside the codebase should still understand the product’s value.
Review questions you must answer
Why would a user try the public lessons and then pay for Builder?
After a lesson ends, what lasting asset exists besides one more completion checkmark?
If payment succeeds but entitlement does not change, what is the team’s debugging order?
If the content feels too close to the docs, what proves our value is actually different?
Most common failure modes
Many feature pages but no coherent product story.
Auth, billing, and content work separately but do not unify into one account state.
Tutorials that mainly point outward instead of offering first-party SOPs, templates, and acceptance rules.
No launch checklist, so every deployment depends on memory and luck.
Capstone deliverables
One online or local runnable demo.
One completed launch checklist.
One project note describing audience, main chain, and monetization.
One recap explaining the hardest chain and how you closed it.
Reusable template
Download the launch checklist
Use it to prevent the "it probably ships" mindset before launch.
Search Cluster
Connect the capstone back to the entry paths
The capstone should not be a buried endpoint. It should absorb high-intent traffic entering through workflow, auth, and billing searches.
AI Workflow Course
An AI workflow course built for real delivery, not better chatting
If the user searches for an AI workflow course, they usually need more than model theory. They need to connect AI into real workflows, tools, access control, and delivery standards.
Open pathAI Workflow Automation Course
An AI workflow automation course focused on maintainable systems, not button demos
Users who search for an AI workflow automation course usually want something they can really run, not a pile of tool demos. DepthPilot connects automation to system design, entitlement, and delivery.
Open pathCreem Billing Tutorial
A Creem billing tutorial focused on webhooks and entitlement, not just checkout
For users searching for a Creem billing tutorial, the hard part is rarely the checkout button. The hard part is getting payment state, portal access, and in-app entitlement to move together.
Open pathSupabase Auth Tutorial
A Supabase Auth tutorial that goes beyond building a login page
This page aligns with the Supabase auth tutorial search term, but it aims at a full account chain rather than a form demo, including callback exchange, session handling, and RLS.
Open path