# vastai-rate-limits

> Understand and work within Vast.ai API rate limits with proper backoff and retry logic for reliable automation

## Directory Structure

```
vastai-rate-limits/
├── SKILL.md
└── examples/
    └── resilient_api_client.py
```

## File Descriptions

| File | Type | Purpose |
|------|------|---------|
| SKILL.md | Markdown | Rate limit documentation and strategies for building compliant integrations |
| examples/resilient_api_client.py | Python | API client wrapper with exponential backoff, jitter, and rate limit handling |

## Summary

**Category:** Operations
**Target Audience:** High-volume API users, automated pipeline operators, platform integrators
**Trigger Phrases:** "vast rate limit", "vast api throttle", "vast retry logic", "vast backoff", "vast api 429"

**Version:** 1.0.0
**License:** MIT
**Author:** Jeremy Longshore <jeremy@intentsolutions.io>
