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Bubblai
Compose characters and AI agents with visual modules
Bubblai turns an AI agent’s mind into a visible, modular canvas. Instead of hiding everything inside one large prompt or a complex workflow, you connect bubbles for personality, instructions, memory, documents, voice, web access, media, tools and actions. Each ability can be seen, tested and removed. Build specialised assistants, carefully crafted companions, role-playing characters or agentic systems while keeping control of the models and modules they use.
Hi Product Hunt! I’m Nicolas, a puppeteer and automata maker.
I started building Bubblai because I was tired of copying prompts between conversations and combining separate tools whenever I wanted to shape an AI character properly.
I wanted to see what makes up an agent’s mind.
In Bubblai, the conversational agent sits at the centre. Around it, you connect visual bubbles for its role, personality, instructions, memory, documents, voice, web access, image and video generation, tools and actions.
You can connect a module, test what changes, and remove it whenever it no longer belongs. The idea is to create a specialised assistant, a carefully crafted companion, a role-playing character or an agent capable of acting — without hiding everything inside one enormous prompt.
Bubblai can also communicate with connected objects and robots, but that is only one possible extension of the system.
I’d genuinely like to know whether this visual way of composing an AI feels clear when you first try it, and what still feels confusing or missing.
About Bubblai on Product Hunt
“Compose characters and AI agents with visual modules”
Bubblai was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #160 on the daily leaderboard. Bubblai turns an AI agent’s mind into a visible, modular canvas. Instead of hiding everything inside one large prompt or a complex workflow, you connect bubbles for personality, instructions, memory, documents, voice, web access, media, tools and actions. Each ability can be seen, tested and removed. Build specialised assistants, carefully crafted companions, role-playing characters or agentic systems while keeping control of the models and modules they use.
On the analytics side, Bubblai competes within Artificial Intelligence, Bots and No-Code — topics that collectively have 596.1k followers on Product Hunt. The dashboard above tracks how Bubblai performed against the three products that launched closest to it on the same day.
Who hunted Bubblai?
Bubblai was hunted by Nicolas Vuillier. 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 Bubblai including community comment highlights and product details, visit the product overview.
Nicolas Vuillier