Resource Tier Quick Reference
Hosting Tiers
1. Sub-Minimum (Low-Spec Hosting)
Figranium is highly portable and can boot and run on lower specs than recommended—such as on 512 MB RAM environments, low-end VPS instances, or Raspberry Pi 3/4 devices. However, this is not recommended for production workloads:- Memory Starvation: Running Chromium with less than 512 MB RAM often triggers system out-of-memory errors (
ENOMEM), leading to abrupt task terminations and browser context crashes. - CPU Bottlenecks: Single-core low-power processors will experience significant slowdowns during page load execution, script evaluation, and proxy negotiation.
- No Video/Screenshot Buffers: Automating multiple concurrent browsers or capturing video logs under these conditions will likely result in heavy latency or failed executions.
2. Minimum Smooth (Baseline Reliability)
This is the recommended baseline for running single-threaded, scheduled workflows, lightweight data extraction, and periodic scraping tasks without performance issues.- CPU: 1 vCPU
- RAM: 1 GB of RAM
- Shared Memory: At least 512 MB of shared memory (
/dev/shm) allocated to the Docker container. - Workload Scope: Suitable for executing a single task at a time, performing API extraction, or basic web scraping without extensive media capture.
3. Sweet Spot (Recommended Production Environment)
This specification is highly recommended for production environments. It ensures snappy UI response times, smooth concurrent scheduling, and optimal browser execution.- CPU: 2 vCPUs (or more)
- RAM: 2 GB of RAM (or more)
- Shared Memory: 1 GB of shared memory (
/dev/shm) allocated to the Docker container. - Workload Scope: Highly stable. Handles multiple concurrent tasks, heavy workflows, extensive screenshots, high-resolution video recordings, and environments such as Headful Execution for troubleshooting or Headful Debugging.
Why Shared Memory (/dev/shm) Matters
Chromium utilizes /dev/shm (shared memory) for rendering pages and passing frames. By default, Docker allocates only 64 MB to /dev/shm, which is insufficient for modern web pages and will lead to browser tab crashes (e.g., Target closed or Session crashed errors).
For standard Docker Compose environments, ensure shm_size is configured appropriately:
Docker Resource Limits
If you are deploying Figranium on shared infrastructure or Kubernetes, we recommend setting CPU and Memory limits to protect your host while ensuring the containers do not get throttled:Storage Considerations
Because Figranium captures screenshots, records videos of executions, and can store extensive database transaction history, storage speed and capacity should be matched to your usage:- Use Solid State Drives (SSD): Figranium utilizes file-based persistent storage (by default) and heavily interacts with the disk during logging and browser state preservation. SSDs prevent disk-write bottlenecks.
- Video Recording & Captures: Automated recordings consume more CPU and disk space. If you automate a large volume of tasks, we recommend disabling automated recording inside the General Settings panel of your tasks or setting up a regular cleanup schedule via API (
POST /api/clear-screenshots) or through the Settings UI. See Performance & Optimization for instructions on maintaining a clean storage footprint.