Learn a Claude development concept, choose a free project idea, and work through a small build. Verified GitHub starters will make it easier to take the next step as they become available.
Browse 153 reviewed business ideas and app build-outs. Explore their original GitHub source, then try a suggested learning exercise. Public previews are open to everyone. Sign in with an active library subscription to read the full plans and use the workbenches.
Local services
RescueLine
Design a recovery queue for missed calls and situations an automated receptionist cannot handle.
Workflow designHuman reviewAPI communication
Practice prerequisites
Basic request and response concepts; use fictional call records.
Suggested related episodes
02, 03 · Explore the recordings ↗
Start with this exercise +
Define a call that needs escalation. Sketch how the call becomes a queue item and how a person closes it.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Local services
JobSignal
Build a sample-data audit that helps a local service business identify useful information in its completed jobs.
RequirementsData qualityPrivacy
Practice prerequisites
Basic spreadsheets or TypeScript; use synthetic job records.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write three checks that must pass before a job record can be used. Explain which checks require human review.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Creators & commerce
MakeItPop
Turn a sample website brief into a structured page plan with clear acceptance criteria.
RequirementsContextStructured output
Practice prerequisites
A fictional creative brief; no coding needed for the first exercise.
Suggested related episodes
01, 03 · Explore the recordings ↗
Start with this exercise +
Separate the client’s requirements from your assumptions. Identify the missing information before asking an AI to draft a plan.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Creators & commerce
Heirloom Launch
Help home cooks test recipe economics and find a path to their first commercial food production run.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Creators & commerce
HobbyBox
Let beginners try a new hobby with a complete rental kit before buying equipment they may never use again.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Creators & commerce
CourseRelay
Find underserved language markets for online courses and model a rights-cleared localization pilot.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Creators & commerce
Reedroom
Help musicians turn distinctive instruments into sample libraries with stories, discovery tools, and artist revenue sharing.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Health & care
CareCred
CareCred is a human-supervised workflow product that helps newly licensed solo therapists complete payer credentialing accurately, see every blocker, and know when they can begin billing.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Creators & commerce
CastQuest
A build plan for turning half-finished signed posters into authenticated, auction-ready collectibles.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Creators & commerce
SparkRights
A managed rights-clearing desk that turns proven customer TikToks into ads a brand can launch today.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Local services
LeadBack
LeadBack audits paid Thumbtack leads against calls and service-area rules, prepares evidence-backed refund claims, and gives contractors a weekly recovered-revenue report.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
Data & intelligence
SignalRank
SignalRank measures whether ChatGPT, Claude, and AI-powered marketplaces recommend a freelancer for real buyer prompts, explains the evidence gap, and turns that gap into a prioritized proof-building plan.
RequirementsProject planning
Practice prerequisites
Read the public idea preview. Start with a paper prototype and synthetic examples; review the original plan for build-specific requirements.
Suggested related episodes
03 · Explore the recordings ↗
Start with this exercise +
Write one user need, one measurable acceptance criterion, and one assumption to test before building this idea.
Guided learning starter: planned
Explore original GitHub source ↗Existing project source and plans. Review its README and reuse terms; this is not a released guided-learning starter.
Explore idea and build plan ↗Full plans and workbenches use the existing site’s account access. Exercises here are new learning suggestions.
