Learn · checked execution paths

Practical AI Tutorials

Produce one useful, reviewable artifact—not a list of generic tips.

Each tutorial defines the inputs, sequence, human checkpoints, evidence status, deliverables, and the conclusions the work cannot support.

Four maintained starting points

Choose the artifact you need to produce.

Workflow tutorials now live inside Learn. Technical component choices remain in Tools and Stacks.

Evaluation workflow30–45 min

Define one task, capture controlled outputs, review claims against evidence, and publish a bounded decision record.

Outcome: A versioned comparison record and a clearly bounded next experiment.
Level: Intermediate

Used at RichBay

Research and publishing60–90 min setup

Use AI to help research and draft one useful page while a human owns the sources, claims, publication decision, and review date.

Outcome: A reviewed page packet with a source ledger, claim checks, disclosure, owner, and next review date.
Level: Intermediate

Used at RichBay

Build and deployment2–4 hours

Choose the current Next.js deployment path, bind only the services the product needs, and release with a reversible production check.

Outcome: A versioned production deployment with validated bindings, a public release marker, smoke checks, and a rollback path.
Level: Intermediate

Used at RichBay

Product building7 focused sessions

Use a seven-session cadence to scope, build, verify, release, and review one complete AI-assisted product flow.

Outcome: One usable end-to-end flow, a release record, early observations, and a decision to iterate, package, or stop.
Level: Intermediate

Used at RichBay