Free learning library
From an idea to a useful first release.
Six paths, 36 task-focused guides. Each guide includes a worked example, failure case, and practical exercise. Start where your current uncertainty is greatest.
Path 1 · 6 guides
Programming foundations
Build a reliable small web feature before adding AI or payments.
Open this path →Path 2 · 6 guides
Validate a SaaS idea
Find a recurring task, a reachable buyer, and evidence worth building on.
Open this path →Path 3 · 6 guides
Build a focused AI MVP
Make the first workflow predictable, permissioned, and recoverable.
Open this path →Path 4 · 6 guides
Test AI quality and cost
Measure whether the feature works and what each useful result costs.
Open this path →Path 5 · 6 guides
Payments and digital delivery
Connect checkout to verified, durable delivery.
Open this path →Path 6 · 6 guides
Launch and grow organically
Help the right people find, understand, and use your product.
Open this path →Start with a real decision
If you have an idea but little evidence, use the free demand scorecard. If you are already building, start with the evaluation path to make quality and cost measurable.