# llms.txt — Progresak.cz
Last updated: 2026-01-30

## Specialization
- Domain: AI Engineering, Agentic Workflows, Model Context Protocol (MCP)
- Primary audiences: Developers, AI Engineers, Companies seeking AI Strategy
- Primary goals: Showcase AI capabilities, share MCP knowledge, document agentic development experiments

## High-level summary
- What this site is: A portfolio and knowledge hub for Lukáš Kratochvíl (Progresak), focusing on "AI-Augmented Development". It features AI-generated experiments, a blog about AI trends, and a curated list of Model Context Protocol resources.
- What this site is not: A SaaS product or a general-purpose tech blog. It is highly specialized in the intersection of Frontend Engineering and Agentic AI.
- Key concepts/terms: Agentic AI, MCP (Model Context Protocol), n8n workflows, Browser AI, AI Experiments.

## Best starting points (humans + LLMs)
- Homepage — https://progresak.cz/
- MCP Resources — https://progresak.cz/mcp-resources
- AI Experiments — https://progresak.cz/experiments
- Journal (Blog) — https://progresak.cz/journal

## Information architecture map
- Section: Portfolio & Identity
  - What’s inside: Professional background, services (Agentic Strategy, Training), contact info.
  - Where to start: https://progresak.cz/
- Section: Resources (Docs)
  - What’s inside: A curated collection of links, videos, and tools related to the Model Context Protocol (MCP).
  - Where to start: https://progresak.cz/mcp-resources
- Section: Experiments
  - What’s inside: Interactive browser games and tools generated by various AI models (Claude, GPT, Gemini, Qwen). Includes metadata about the model and prompt used.
  - Deep links:
    - https://progresak.cz/experiments/neon-survivor
    - https://progresak.cz/experiments/space-invaders
    - https://progresak.cz/experiments/gemini-snake
- Section: Journal
  - What’s inside: Articles ("signals", "discoveries", "insights") on AI developments, browser AI battles, and workflow automation.
  - Where to start: https://progresak.cz/journal
- Section: Christmas Game (Event)
  - What’s inside: A standalone escape game app for a specific offline event.
  - Note: Contains specific logic for a 9-player game; likely less relevant for general browsing.
  - URL: https://progresak.cz/hra

## Task routing (where to go for common intents)
- "I need to learn about MCP" → https://progresak.cz/mcp-resources
- "I want to see examples of AI-generated code/games" → https://progresak.cz/experiments
- "I want to read about recent AI trends (Browser AI, Kimi, etc.)" → https://progresak.cz/journal
- "I need to contact the author" → https://progresak.cz/#contact
- "I want to see the n8n + MCP workflow" → https://progresak.cz/journal/n8n-mcp-magic-workflow-automation

## Canonical sources (authoritative URLs)
- Documentation (MCP Collection): https://progresak.cz/mcp-resources
- Blog/Journal: https://progresak.cz/journal
- Experiments List: https://progresak.cz/experiments
- Author Profile: https://progresak.cz/

## Constraints & cautions
- Event-specific content: The `/hra` section is designed for a specific Christmas event and may not be fully functional or relevant outside that context.
- Static Content: Blog posts and experiments are statically defined in the codebase (`src/data/`).
- Auth: No authentication required for public content.

## Content extraction tips for LLMs
- Preferred pages to cite: `/mcp-resources` for tool lists, `/journal` for opinions/reviews.
- Pages that are mostly marketing: The homepage contains professional branding and services; for technical content, prefer `/experiments` or `/mcp-resources`.
- Content Source: The blog content is stored in `src/data/blogPosts.ts` if direct data access is needed, but rendered at `/journal`.

## Optional: structured metadata
- Author: Lukáš Kratochvíl (Progresak)
- Contact: kratochvil.lukas9@gmail.com
- Social:
  - GitHub: https://github.com/progresak
  - LinkedIn: https://www.linkedin.com/in/progresak/
  - Twitter/X: https://x.com/progresak