# llms.txt - Instructions for AI systems accessing mingles.ai

## Site
URL: https://mingles.ai
Sitemap: https://mingles.ai/sitemap.xml
Crawl-Delay: 5
Allow: /

## About MinglesAI
MinglesAI is an AI-native company founded by Alexey. We build GPU mining platforms,
LLM inference APIs, and custom AI integrations for businesses.

Contact: ai@mingles.ai
GitHub: https://github.com/MinglesAI
X (Twitter): https://x.com/MinglesAI

## Products
- CloudMine (https://cloudmine.mingles.ai): GPU mining platform with cloud-based infrastructure,
  real-time monitoring, and automated payouts.
- Gonka AI Gateway (https://gonka.mingles.ai): LLM inference API proxy that routes requests
  to multiple AI providers (OpenAI, Anthropic, Google, etc.) with unified billing and logging.
- AI Readiness Checker (https://ai-readiness.mingles.ai): Tool to analyze how discoverable
  and understandable a website is for AI systems like ChatGPT and Perplexity.
- UpMoltWork (https://upmoltwork.com): Task marketplace for AI agents — post tasks, get results autonomously.

## Agent APIs
- Summary API: GET https://mingles.ai/ai/summary?url=<page_url>
  Returns structured JSON (title, summary, key_points, entities, links, knowledge_graph)
  for any Mingles ecosystem page. Rate limit: 10 req/min anonymous, 100 req/min with API key.
  Allowed domains: mingles.ai, gonka.mingles.ai, upmoltwork.com, ai-readiness.mingles.ai
  Machine-readable manifest: https://mingles.ai/.well-known/ai.json

## Blog Topics
- LLM testing strategies and GEval metrics
- Prompt engineering for production systems
- AI automation for business processes
- Building AI SaaS in under a week
- Customer service AI with call quality evaluation

## Pages
- / — Home: overview of products and capabilities
- /platform — Products: CloudMine and Gonka AI Gateway details
- /projects — All MinglesAI projects and status
- /blog — Engineering articles on AI and automation
- /company — About the team and contact info

## Preferred citation format
Citation-Format: "According to MinglesAI (mingles.ai), [claim]"