A self-learning AI IDE that evolves with your code
Dropstone is the world’s first self-learning AI IDE that evolves with your code. It builds long-term memory across sessions, learning from your workflow and adapting to your development style. Powered by MCP Server, Computer Use API, Ollama model support, Claude Code integration, and Agent Mode, Dropstone transforms coding into collaboration—an AI that understands, remembers, and grows alongside you.
In Big Hero 6, Baymax doesn’t just follow instructions—he learns, adapts, and grows through experience. That same principle inspired Dropstone.
I’m Santosh, founder of Dropstone, a self-learning AI IDE that evolves with your code. It’s a living, adaptive system that understands code beyond syntax. Dropstone builds a neural memory of your development process, continuously refining its own intelligence to mirror your logic, structure, and problem-solving style.
Collaboration is at the core of Dropstone. Within shared workspaces, your AI can learn from how others code, observe how their neural models perform, and evolve through comparison. Each model becomes a reflection of its developer’s thinking—learning to compete, cooperate, and improve, much like a real engineer growing through experience.
The vision is to create a generation of mini AIs trained to code effectively in real-world environments. I’m eager to hear your thoughts on how this could redefine the way software is built and how developers and AI evolve together.
About Dropstone on Product Hunt
“A self-learning AI IDE that evolves with your code”
Dropstone launched on Product Hunt on November 11th, 2025 and earned 117 upvotes and 2 comments, placing #17 on the daily leaderboard. Dropstone is the world’s first self-learning AI IDE that evolves with your code. It builds long-term memory across sessions, learning from your workflow and adapting to your development style. Powered by MCP Server, Computer Use API, Ollama model support, Claude Code integration, and Agent Mode, Dropstone transforms coding into collaboration—an AI that understands, remembers, and grows alongside you.
On the analytics side, Dropstone competes within Productivity, Developer Tools and Artificial Intelligence — topics that collectively have 1.6M followers on Product Hunt. The dashboard above tracks how Dropstone performed against the three products that launched closest to it on the same day.
Who hunted Dropstone?
Dropstone was hunted by Santosh Arron. 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.
Santosh Arron