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Aibl.to
Build what AI can't do alone. Workshops and guides for pros.
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.
About Aibl.to on Product Hunt
“Build what AI can't do alone. Workshops and guides for pros.”
Aibl.to was submitted on Product Hunt and earned 2 upvotes and 2 comments, placing #88 on the daily leaderboard. 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
On the analytics side, Aibl.to competes within Education and Artificial Intelligence — topics that collectively have 545.8k followers on Product Hunt. The dashboard above tracks how Aibl.to performed against the three products that launched closest to it on the same day.
Who hunted Aibl.to?
Aibl.to was hunted by Gabriel Ceicoschi. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Aibl.to including community comment highlights and product details, visit the product overview.
Gabriel Ceicoschi
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.