This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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.
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 Curious about validation: how does the community actually flag a guide as outdated/wrong, and what's the loop to retire one from a path?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.
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
Aibl.to was featured in Education (78.4k followers) and Artificial Intelligence (467.3k followers) on Product Hunt. Together, these topics include over 116.8k products, making this a competitive space to launch in.
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.
Want to see how Aibl.to stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
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.