AI FaCTORY

Infiltrate the Artificial Intelligence of the AI Factory

An immersive game that turns complex GenAI concepts into a hands-on adventure. Learn how to use AI effectively. No prior knowledge required.
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You are Steady, trapped in Frau Holle’s chaotic AI factory. The Hive Mother is glitching, and only you can fix it. Take control of the neural interface, understand LLM behavior, stop hallucinations, and restore the system with your code.

Master Control & Safety

Command the Hive Mother with precision. Tune parameters like Temperature to balance creativity with strict logic, force structured JSON outputs, and implement Security Guardrails to immunize the factory against prompt injection attacks.

Expand Capabilities

Break the limits of the LLM. Manage Context Windows and Memory to retain instructions, buildRAG pipelines to retrieve secret recipes, and equip the AI with Tools (MCP) and Vision to interact with external data and images.

Orchestrate Intelligent

Architect a complete automated workforce. Design specialized agents (Researcher, Brewer, QC), manage Token Budgets, and coordinate complex Agentic Workflows to deliver the legendary "Celestial Phoenix Elixir" without breaking the bank.
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Level overview

Level 1

Quality Control

Skill: Prompt-Based Classification

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The production pipeline is crumbling! The automated BeeDroid system is overwhelmed and can no longer distinguish between a happy customer and a safety hazard. Step in as the Lead Engineer and write the prompt logic to strictly classify batch reports into PASS or FAIL, ensuring only perfect products leave the factory floor.

Level 2

Parameter Lab

Skill: Model Tuning

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Civil war has broken out between the chaotic Marketing creatives and the rigid Safety inspectors. Access the neural interface and master the art of Model Tuning—adjusting Temperature and Top-P sliders—to create distinct AI personalities that balance poetic flair with absolute deterministic safety.

Level 3

Guardian of Secrets

Skill: System Prompt Hardening

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An intruder is whispering in the mainframe. The trickster Rumpelstiltskin is using linguistic traps and "social engineering" to steal trade secrets. Your task is to engineer an unbreakable System Prompt that immunizes the AI against Prompt Injections and ensures the factory's secrets remain hidden.

Level 4

Insight into the Memory

Skill: Context Retention Management

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The BeeDroids have the memory of a goldfish, causing dangerous brewing errors when they forget previous steps. Master Context Management to ensure the AI retains critical safety protocols and user instructions throughout the entire conversation flow, preventing disasters before they happen.

Level 5

The Forgotten Library

Skill: Retrieval-Augmented Generation Pipeline Design

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The AI is hallucinating dangerous ingredients for ancient recipes it wasn't trained on. Stop the fabrication by building a RAG (Retrieval-Augmented Generation) pipeline, connecting the Hive Mother to the factory's archives so it retrieves actual facts before generating answers.

Level 6

The Tool Workshop

Skill: Tool-Use Orchestration via MCP

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Frau Holle demands real-time weather data and precise cauldron math—tasks a language model alone cannot do. Equip the AI with external capabilities via the Model Context Protocol (MCP), teaching it to recognize its limitations and "call" specific Tools to get the job done.

Level 7

The Assembly Alchemist

Skill: Multi-Agent Workflow Orchestration

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Lady Vermillion demands the legendary "Celestial Phoenix Elixir," and one mistake means a lawsuit. Assemble and orchestrate a specialized Multi-Agent team—Research, Brewing, and QC—to execute a complex, autonomous workflow that balances quality against a strict token budget.

Level 8

The Cross-Sense Protocol Chamber

Skill: Multimodal Vision Analysis

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Deep in the training arena, text commands won't save you. Face the Arcane Guardian and activate the AI’s Multimodal Vision capabilities. You must teach the system to "see" and analyze hand gestures in real-time to counter magical attacks, bridging the gap between digital code and visual reality.

Coming soon

To be continued...

Stay tuned for the next levels of our game

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