Features
Quild is a project-based learning platform that helps developers master real-world skills through structured, multi-stage problems, contextual AI guidance, and rich progress tracking.
Learning Journey
Structured Learning Pods
Learn by solving real-world problems in guided, multi-stage pods. Each pod walks you from context to practice to assessment, with clear structure and built-in time tracking so you always know what's next.
Multi-stage, end-to-end learning journeys
Each learning pod is structured into multiple stages: Introduction, Case Studies, Resources, Practice, Assessment and Documentation. Move from understanding the problem to capturing your final learnings in a single, cohesive flow.
Sequential progression that keeps you on track
Stages unlock as you complete prerequisites, so you always know the most important next step. Your progress is saved at each stage, making it easy to pause, come back, and continue exactly where you left off.
Rich content with time and context
Pods support markdown, images and interactive elements, alongside estimated and actual completion times for each stage. You get both narrative and metrics for every learning experience.
Problem Discovery & Practice
Find the right real-world challenges to work on, then deepen your skills through hands-on coding practice and interactive assessments that reinforce what you learn.
Curated, real-world problem library
Explore a growing library of real-world problems, organized by difficulty and domain. Each problem comes with rich context, expectations and outcomes so you're never solving in a vacuum.
Skill-based discovery & filtering
Filter problems by skill tags and difficulty (Beginner, Intermediate, Advanced). Focus on the exact skills and topics you want to grow, instead of scrolling through generic lists.
Practice problems & interactive assessments
Apply what you learn through targeted practice problems and MCQ-style assessments with immediate feedback and explanations, helping you close knowledge gaps quickly.
AI-Powered Guidance
Learn with an AI tutor that understands your current stage, the problem you're working on and your learning goals, helping you move forward without simply giving away the answer.
Context-aware help at every stage
Ask questions and get guidance that is aware of which pod and stage you're in. The AI surfaces hints, clarifications and nudges tailored to your current step, powered by models like Claude, GPT-4 and Gemini.
Feedback and review support
Use AI to review your submissions, highlight strengths and point out areas for improvement. Coming soon: structured peer and expert reviews with rubric-based scoring.
Profiles, Progress & Community
Build a proof-of-work profile around real problems you've solved, track your growth over time and tap into upcoming community and collaboration features.
Rich, professional learner profiles
Showcase your background, skills and real problem-solving work with links to GitHub, LinkedIn, Kaggle and more, backed by secure authentication powered by Supabase.
Progress analytics & learning signals
Track stage-level completion, assessment scores and time spent across pods. Get a clear picture of how your skills evolve and where to focus next.
Proof of work & community (coming soon)
We're building peer reviews, badges, certificates, learning paths and study groups, plus ways for employers to verify your achievements – turning your Quild activity into a shareable portfolio of real skills.