# Koenig AI Academy

> Free, fresh-daily AI courses and source-citing tutor. Long-form prose, runnable prompts, and an always-on AI tutor — for working professionals and curious learners. Refreshed every weekday by AI agents under human approval.

## Pages

- [Home](https://academy.kspl.tech/): three skill paths (Beginner / Builder / Professional), this-week-in-AI feed, popular courses
- [Catalog](https://academy.kspl.tech/catalog): all courses, filterable by vendor / level / type
- [Blog](https://academy.kspl.tech/blog): same-day commentary on Anthropic / OpenAI / Google AI launches
- [Tutor](https://academy.kspl.tech/tutor): full-page chat with Nova, our AI tutor

## Courses

- [How to use Claude tool-use in 5 steps](https://academy.kspl.tech/learn/claude-tool-use-from-zero): Wire up your first tool-using agent in under an hour. (Builder, 42 min, anthropic)
- [GPT Realtime voice — the practical handbook](https://academy.kspl.tech/learn/gpt-voice-realtime-handbook): Build a low-latency voice agent that interrupts politely. (Builder, 95 min, openai)
- [Gemini 2M-token context: when long actually helps](https://academy.kspl.tech/learn/gemini-2m-context-deep-dive): Benchmarks, tradeoffs, and 4 patterns that actually win. (Professional, 28 min, google)
- [Model Context Protocol from first principles](https://academy.kspl.tech/learn/mcp-from-first-principles): Why MCP, what it replaces, and a server in 30 lines. (Professional, 60 min, anthropic)
- [Prompt engineering without tears](https://academy.kspl.tech/learn/prompt-engineering-without-tears): Eight patterns that survive model upgrades. (Beginner, 22 min, anthropic)
- [Building evals you actually trust](https://academy.kspl.tech/learn/building-evals-101): From vibe-checks to LLM-as-judge to gold sets. (Builder, 50 min, anthropic)
- [RAG in 2026: still worth it?](https://academy.kspl.tech/learn/rag-in-2026-still-worth-it): When long-context wins. When retrieval wins. When neither. (Builder, 18 min, openai)
- [Agents — from prompt to production](https://academy.kspl.tech/learn/agents-from-prompt-to-production): A 12-step path from "it works on my laptop" to live traffic. (Professional, 110 min, anthropic)
- [Fine-tuning: when (and when not)](https://academy.kspl.tech/learn/fine-tuning-when-and-when-not): A decision tree before you spend a dollar on GPUs. (Builder, 16 min, mistral)
- [Shipping safe LLM features](https://academy.kspl.tech/learn/shipping-safe-llm-features): Red-teaming, jailbreak budgets, and rollback playbooks. (Professional, 35 min, anthropic)
- [Embeddings — the quiet workhorse](https://academy.kspl.tech/learn/embeddings-the-quiet-workhorse): What they are, why they matter, and 6 ways to use them. (Beginner, 30 min, openai)
- [Your first prompt in five minutes](https://academy.kspl.tech/learn/your-first-prompt-in-five-minutes): No setup. Just type. See output. (Beginner, 5 min, anthropic)

## Blog posts

- [How to use Anthropic’s 9 new creative connectors in your workflow](https://academy.kspl.tech/blog/2026-04-30-anthropic-creative-connectors): Updated Resolume and Blender descriptions for accuracy
- [MCP's 2026 Roadmap Hands Spec Control to Working Groups — Here's What Actually Changes for Builders](https://academy.kspl.tech/blog/mcp-2026-roadmap-explained): MCP's 2026 roadmap shifts spec control from Anthropic release cycles to community Working Groups — for the first time, outside contributors have a credible path to shape what gets into the protocol

## Optional

- [Full markdown corpus](https://academy.kspl.tech/llms-full.txt): all courses + blogs as plain markdown for ingestion
- [Sitemap](https://academy.kspl.tech/sitemap.xml)