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CURRICULUM
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PART 12 · APPLICATIONS

PART 12
APPLICATIONS

3 classes. Each class holds its own standalone lessons.

PART 12 CLASSES

CLASSES, THEN LESSONS.

CLASS 54What Can You Actually Build Now?

September 13, 2026 · CLASS 54

An Application Is a Repeated Useful Outcome

Turn a specific person’s recurring job into a dependable outcome they have a reason to return to.

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September 13, 2026 · CLASS 54

SaaS, Tool, Platform, Media, Data, Internal, Community: Shapes by Value

Recognize the application shape that best matches the value a product actually delivers.

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September 13, 2026 · CLASS 54

External Product, Internal Tool, or Personal Machine?

Choose the first audience for an idea and understand how users, data, permissions, and support change with it.

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September 13, 2026 · CLASS 54

Choose the Wedge: One Small Job Before the Imaginary Platform

Find the narrow first job that creates real value without needing an imaginary platform around it.

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September 13, 2026 · CLASS 54

The First Useful Version Is a Learning Instrument

Scope a first version that creates a genuine outcome while teaching you what users need next.

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September 13, 2026 · CLASS 54

The Automation App: Scheduled and Event-Triggered Work With One Agent Step

Build an automation product around a bounded trigger, one controlled AI step, evidence, and a human gate.

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CLASS 55Why Applications Are Changing Industries

September 13, 2026 · CLASS 55

AI Lowers the Cost of Building; It Does Not Create Demand

Separate what AI makes cheaper to build from the customer trust, demand, and product judgment it cannot create.

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September 13, 2026 · CLASS 55

Niche Software Can Now Earn Its Keep

Find a narrow workflow where domain context and a real user problem make focused software worthwhile.

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September 13, 2026 · CLASS 55

The Product Is the Workflow, Not the Model Call

See how data, policy, approval, stored context, and recovery turn a model capability into a dependable product.

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September 13, 2026 · CLASS 55

A Feature Is Easy to Copy; a Useful System Is Harder

Identify the workflow, trust, data, integration, and feedback advantages that make a product worth returning to.

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CLASS 56Real-World Application Case Studies

September 13, 2026 · CLASS 56

How to Read an Application Like a Builder

Analyze a product through its user, job, wedge, data, trust boundary, return loop, and constraints.

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September 13, 2026 · CLASS 56

Sonariq / Research Desk — Public Sources Into a Repeatable Workflow

Study how source-linked public research becomes a structured, private, repeatable product workflow.

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September 13, 2026 · CLASS 56

Outbid.lol — A Small Mechanic That Creates a Shareable Loop

Study how a narrow public interaction loop can create attention while still needing durable product value.

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September 13, 2026 · CLASS 56

AI Coding Platforms — The Product Is the Path From Idea to Software

Trace the product path from conversation to project, preview, testing, deployment, and human control.

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September 13, 2026 · CLASS 56

Source-Linked Answers — Trust Is a Product Feature

Treat source quality, provenance, citations, and honest limits as product features—not decoration around an answer.

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September 13, 2026 · CLASS 56

Your Application Blueprint — Choose the Product You Can Finish

Bring user, job, wedge, data, trust, v1 scope, and feedback into one application blueprint.

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September 13, 2026 · CLASS 56

Case Study: Inbox-to-Ticket Automation — The Product Is the Triage

See how bounded AI triage, human approval, routing, and audit evidence become a useful automation product.

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