Introduction
Heaptree is a framework that instantly launches secure cloud instances where your AI agents and LLMs can execute asynchronously.
Why Heaptree?
Currently, AI workflows and data such as computer-use agents and LLM-generated code yield many limitations. Heaptree addresses these limitations by providing a framework that instantly launches highly configurable, asynchronous cloud instances for use in any application.
| Limitation | Solution |
|---|---|
| Computer-use agents are bottlenecked by your personal machine's resources | Heaptree instantly launches instances in the cloud, so you can adjust compute power to meet your needs |
| As computer-use agents utilize your local machine, you can only launch and observe one process at a time | Launch hundreds of instances in any geo region for scalable asynchronous tasks |
| Agents running on your computer have access to your sensitive data | Each instance is sandboxed from one another, and you configure what applications, dependencies, or files are on each instance. |
| Code generated by LLMs have nowhere to compile/run | Heaptree's SDK enables you to execute code on your nodes at runtime |
| LLMs can blindly generate code with runtime errors (concurrency bugs, bottlenecks, dependency issues) | You can see the result of any code executed on your node, with in-depth monitoring and logging. |
Considerations
Heaptree cloud instances align with distributed systems principles in conjunction with AI workloads at its core.
- Isolation: Each instance is sandboxed from one another
- Security: Full control of your instance's data, snapshots, recovery, and network
- Scalability: Launch hundreds of instances in any geo region for scalable asynchronous tasks
- Power: Adjustable compute for different workloads
- Customization: Choose what applications, dependencies, or files are on the instances
- Observability: In-depth monitoring and logging of each instance and its workflows for high-level insight
Features
Rapid Node Launch
Launch nodes in sub-second launch time
CLI and GUI Access
Access your instances through CLI and GUI.
Configurable Compute
Configure compute hardware to meet your needs.
LLM Compatibility
Compatible with any LLM-provider for asynchronous tasks.
SSH Access
Secure SSH access to your instances.
File Management
Upload and download files to and from instances.
Heaptree Identities
Save credentials on any website for use in instances.
Enterprise Ready
Meets industry compliance standards (HIPAA, GDPR, SOC 2).
Rich Observability
In-depth monitoring and metrics for each instance.
Browser-Only Instances
Dedicated instances for website-specific tasks.
CRON Scheduling
Asynchronous CRON scheduling for computer-use tasks.
Customizable Regionality
Proxies to customize instance regionality.