The Best Runtime for AI App Builders Is a Real VM
Blog post from Freestyle
AI app builders have evolved from simple code generators to complex systems capable of handling a wide array of tasks, such as authentication, databases, and API integrations, effectively transforming the app development process. This evolution necessitates a shift from using narrow code execution sandboxes to employing real virtual machines (VMs) that can mimic a developer's computer environment, allowing for the installation of dependencies, running multiple services, and maintaining state across sessions. The runtime for these applications must support real Linux commands, multiple service execution, state preservation, and interactive terminals to accommodate the iterative, stateful development loop that users require. By leveraging Freestyle VMs, which offer a full Linux environment and the ability to handle complex, long-running tasks, AI app builders can create running applications, not just previews, and maintain source code integrity through integration with a Git repository. This approach provides the necessary infrastructure for building scalable, real-world applications, enabling users to iterate on live applications efficiently.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| AI Agents | 2 | 6,005 | 1,359 | 264 | +22% |
| Platform Engineering | 1 | 1,657 | 257 | 90 | +29% |
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