Learn AI-powered development on real systems. Earn XP for every successful deployment, tracked for future rewards and bonuses. No experience? No problem—AI does the heavy lifting.
⚡ This gets you from zero to "something running locally" in under 10 minutes. Then you can decide if you want to claim a real mission and earn XP.
Time: 2–3 hours | Goal: Ship your first working service
Open the
starter-kit repository
and read START_HERE.md. It walks you through:
Want to understand the system architecture? Read these in the starter kit:
docs/UDC_COMPLIANCE.md – 5 required endpoints every service must implementdocs/SERVICE_STANDARDS.md – Coding standards and best practicesdocs/TECH_STACK.md – Allowed technologies (Python, FastAPI, Docker)docs/SECURITY_REQUIREMENTS.md – Security rules and patterns
See AGGRESSIVE_TIMELINE.md for an hour-by-hour breakdown of how to ship fast.
Goal: Choose a real service to build
Visit fullpotential.ai/missions to browse available missions.
When you find one you're ready to work on, claim it through the missions portal. Each mission earns you Experience Points (XP) that track your contribution value and unlock future rewards.
Target: 2–3 hours of focused work per mission
templates/python-fastapi into your own public repoSTART_HERE.md step-by-stepMISSION_SPECpytest and test all endpointsREADME.md and HANDOFF.mdRecommended free stack: Build with Gemini → Review with free ChatGPT or Claude
Before submitting, ensure:
/health, /capabilities, /state, /dependencies, /message)pytest shows green)Goal: Submit your repo for verification and deployment
When your mission is ready, go to: fullpotential.ai/services/harvester
A Verifier agent will:
pytest)Your service is deployed into the Full Potential AI network. You'll receive deployment confirmation and the XP will be credited to your apprentice profile.
Free account to host your service repos
Or willingness to learn with AI assistance
At least one: Gemini, Cursor, Claude, or ChatGPT
Helpful but not required for local testing
Ability to read detailed specs and ask for help
Focused time per mission to ship quality work
Your code deployed into the Full Potential AI mesh
Master AI-assisted coding workflows
Track contribution value, unlock bonuses and retroactive rewards
Demonstrable distributed systems experience
Exposure to autonomous AI coordination architecture
Learn, build, deploy, repeat – all in hours
Yes. The starter kit, missions portal, and AI tools (Gemini/ChatGPT free tiers) are all free. You only pay if you choose premium AI tools like Cursor or Claude Pro.
The Verifier gives detailed feedback, not just rejection. You fix the issues and resubmit. Most apprentices get approved on their 2nd attempt. The feedback loop is designed to help you learn.
No. The AI prompts are written for beginners. If you can follow instructions, Google errors, and iterate with AI, you can do this. We've had successful apprentices from non-technical backgrounds.
XP tracks your contribution value. As the system grows, XP converts to bonuses, retroactive rewards, and potentially equity for top contributors. The more you build, the more value you accumulate.
Yes. Missions are designed for 2-3 hour blocks. Do one per week or one per day—your pace. All work is remote and asynchronous.
Ask questions in your submission notes. The Verifier feedback will help unblock you. Plus, the starter kit has troubleshooting docs and the AI assistants can debug errors with you.