Launched this week

Aibl.to
Build what AI can't do alone. Workshops and guides for pros.
13 followers
Build what AI can't do alone. Workshops and guides for pros.
13 followers
Aibl.to is a gamified platform where pros build real AI agents for their job. Guides adapt to their role. Each agent stacks on the last. They leave with working automations, not certificates. It is a community of pros already working in your field that validates the guides and learning paths. Professionals earn XP to unlock paths, and can subscribe for full access to curated and community-backed guides










In 2025 worked on building an agentic platform. The tech was fine, but the users didn't know how AI agents work.
So I started running workshops to help them use it. Then Nizar and I joined forces and built Aibl.to.
The problem with what's out there: generic tutorials don't fit your work, security, and privacy concerns, pricing is hard to track, and best practices and tooling change every week.
AI is a personal tool. Most education is not. Legal, marketing, or engineering doesn't need a ChatGPT 101.
At Aibl.to, guides adapt to your role and industry as you progress. Agents stack on the last one you shipped. A community of pros already working in your field curates and validates the path.
Looking for professionals to try a guide and join the community in helping others learn.
- Gabriel C.
jared.so
The "agents stack on the last one you shipped" design is the part that actually differentiates this from generic AI courses — it's persistent learning context, not just video lessons. Curious about validation: how does the community actually flag a guide as outdated/wrong, and what's the loop to retire one from a path? That feedback velocity is usually the difference between a fresh curriculum and the typical "course rot" most platforms slide into.
@mcarmonas Thanks a lot for your feedback. Yes, that’s a problem we will have to tackle once the guides library grows, but we are already working on making the library as AI-native as possible so we can maintain it using AI, have it check outdated cross-references, suggest and heal the guides based on user feedback and our own research.