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Full access to premium paywalled articles with practical AI insights, hands-on tutorials with code examples you can implement, and curated breakdowns of new AI tools and workflows to accelerate your projects.
Membership
Each tier is designed for a different type of builder. More investment means more structure, accountability, and support to help you ship your AI projects consistently.
Member benefits
Explore how members learn, build, get feedback, and stay accountable.
Full access to premium paywalled articles with practical AI insights, hands-on tutorials with code examples you can implement, and curated breakdowns of new AI tools and workflows to accelerate your projects.
Get exclusive access to ongoing research and experiments. See work-in-progress findings and early-stage ideas not available publicly.
Never miss valuable educational posts again. Get a curated collection of evergreen social media content you can reference anytime.
Connect with action-oriented builders who are shipping practical AI products. Network with motivated peers, collaborate on projects, and learn from practitioners who convert ideas into tangible contributions.
Get help with implementation challenges and complex issues. Learn from practitioners at various career stages and receive guidance on technical problems you're facing.
Join sessions where community members and hosts code live, working through real problems. Watch, participate, and engage with comments as you learn.
Get the structure and direction you need to make consistent progress. Follow curated project frameworks, share your progress with the community, and build practical AI products with clear milestones.
Turn ideas into shipped projects through focused hackathons. Get gentle external pressure and accountability to build, share your work, and learn from other builders' approaches. Many members emerge from hackathons as active contributors.
Discuss your career questions and get feedback from experienced practitioners in the community. Share experiences, get advice on job searches, interviews, and career growth.
Share your project results publicly and strengthen your professional presence. Get guidance on showcasing your work, building in public, and demonstrating real-world impact. Especially valuable for career transitioners and early career professionals.
Get tips, workflows, and best practices to boost your productivity as a developer. Learn techniques to work more efficiently and effectively.
Have a voice in the community's direction. Propose ideas and vote on future topics for content, workshops, and sessions.
Access all mini-courses covering specialized topics like Python for Data & AI Engineering, and more. The collection is regularly updated with new courses.
Have a say in what gets taught next. Propose ideas and vote on upcoming mini-course topics to shape the curriculum.
Get detailed feedback on your resume, LinkedIn, and GitHub profiles. Understand what works, what doesn't, and how to improve your professional presence.
Community sprints
Sprints are time-bound cohorts for shipping projects with structure, accountability, and a clear window for making visible progress with the community.
Live events
See the next building sessions, office hours, mock interviews, and career conversations on the community calendar.
View all eventsNew community sessions will appear here as soon as they are announced.
Workshops
Preview recent workshops with recordings, step-by-step tutorials, and practical materials.
View all workshopsWe start from the FastAPI service we deployed to Railway in the previous workshop, strip out FastAPI, and swap it for a custom AWS Lambda r…
Starting from a Jupyter notebook that runs an agentic-RAG bot, we turn it into a FastAPI service with a vanilla-JS frontend, containerize i…
We start from the coding agent from the prerequisite workshop and turn it into a general-purpose coding agent with two reusable behavior la…