“We chose Neon as our backend because of scale, cost-efficiency, and superior developer and user experience, all critical for Atoms’ multi-tenant architecture. Each user app needs its own dedicated database, and Neon lets us spin up Postgres instances dynamically while only paying for them when they’re actually in use.” (Atoms Engineering Team)
Atoms just launched, a new multi-agent platform that uses a team of AI engineers to build full-stack applications. They’re part of the Neon Agent Plan, taking advantage of higher resource limits and special pricing to power their projected scale of millions of projects.
Meet Atoms: A Full-Stack AI Team Working For You
Atoms isn’t conceived as a code generator, but more as a platform for building complete products.
Instead of relying on a single general-purpose agent, Atoms brings together a team of specialized AI agents that collaborate like a real product organization, each focused on a specific area of product development: researching, planning, architecting, and shipping. They’re trained to work together from your prompt and deliver a production-ready software product.
You can think of Atoms’ core agents as your Full-Stack AI Team:
- Iris is the DeepResearch agent. She conducts structured market and trend analysis.
- Emma is the Product Manager agent. She turns Iris’s insights into product requirements and user stories.
- Bob is the Architect agent, who defines the technical blueprint.
- Alex, the Engineer agent, writes and tests the code.
Together, all these agents take your idea and take it all the way to a live product. They can build full SaaS tools, membership sites, content platforms, marketplaces, and even online course systems, complete with authentication, payments, CMS capabilities, and more.
A big part of this experience is the abstraction of the entire process of building and operating both the front end and the backend. To deliver on that promise, Atoms integrates the full build process: front-end generation, backend automation, and deployment. Long-running tasks are supported by Race Mode , which runs multiple build variants in parallel and automatically tests for quality, and by the Data Analyst Agent, which turns uploaded data into visual insights through conversational analysis.
Why Atoms is Built on Neon
Every product generated by Atoms’ multi-agent team comes with a fully functional backend, with all the elements created automatically.
To make this possible at scale, Atoms needed infrastructure that could provision many thousands of Postgres databases instantly, scale to zero when idle, and guarantee isolation between projects.
Neon was the perfect match.
Dedicated backend per app
Every new app created with Atoms receives its own dedicated Neon instance. This architecture relies on Neon’s API-driven instant provisioning: databases are ready in seconds without any manual setup or credentials. For Atoms’ users, the backend simply exists when the front end is ready, making full-stack generation feel effortless.
Full-stack automation support
Neon doesn’t just let Atoms create a database but enables complete backend automation. Backends include authentication, schema generation, data pipelines, and payment integration, all built through Neon’s programmable API. This integration turns what would normally be days of manual backend configuration into an invisible, fully automated workflow.
Total isolation and security
Because each Neon instance is physically isolated, projects built on Atoms never interfere with one another. This separation ensures consistent performance and data security across millions of independently running environments, something that was crucial for the Deepwisdom team.
Ready for AI-scale
None of this would be possible without Neon’s serverless compute layer and scale-to-zero, which make Atoms’ multi-tenant model both cost-efficient and operationally simple even at massive scale. When an app goes idle, Neon automatically suspends its compute, resuming instantly when activity returns and autoscaling as required for active workloads. This lets Atoms deploy thousands of concurrent apps while aligning infrastructure cost perfectly with real usage.
A Special Plan for Agent Builders
“The Neon Agent Plan expanded quotas and credits directly accelerated our product testing and development cycle. We were able to run larger, more realistic experiments much earlier in the process, which gave us confidence to move faster on new ideas” (Atoms Engineering Team)
As one of the teams in the Neon Agent Plan, Atoms gained access to a program designed specifically to accelerate time to market for agentic platforms. This includes not only special pricing and higher resource limits but also onboarding guidance and configuration advice based on the experience we’ve gained from working with many other agent teams.
“The onboarding support from the Neon team was so valuable. They took the time to understand our unique challenges and advice us on a smoother path from prototype to production, with a strong sense of partnership” (Atoms Engineering Team)
If you’re building your own AI agent or codegen platform, apply for the Neon Agent Plan. Our team will reach out to design a path that helps you launch faster and grow with confidence.
A big congratulations to the team on the launch of Atoms. Don’t forget to try it here.
