AI FaCTORY

Infiltrate the Algorithmic Heart of the Potion Factory

An immersive engineering simulation that transforms complex GenAI concepts into a hands-on adventure

You are Steady, a being of logic trapped in Frau Holle’s chaotic AI factory. The "Hive Mother" core is glitching, and the system needs an engineer. Take control of the neural interface to master real-world skills: understand LLM behavior, prevent hallucinations, and build automated workflows. The magic is broken only your code can debug it.

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 withTools (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

Quality Control

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.

Parameter Lab

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.

Guardian of Secrets

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.

Insight into the Memory

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.

The Forgotten Library

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.

The Tool Workshop

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.

The Assembly Alchemist

Data streaming platform with multi-protocol support

Lady Vermillion fordert das legendäre "Himmlische Phönix-Elixier" – ein einziger Fehler bedeutet eine Klage. Stelle ein spezialisiertes Multi-Agenten-Team zusammen (Forscher, Brauer, QC) und orchestriere einen komplexen, autonomen Workflow, der höchste Qualität liefert, ohne das Token-Budget zu sprengen.

The Cross-Sense Protocol Chamber

Real-time data stream & analytics on Apache Flink

Tief in der Trainingsarena helfen Textbefehle nicht weiter. Stelle dich dem Arkanen Wächter und aktiviere die multimodalen Vision-Fähigkeiten der KI. Du musst dem System beibringen, Handgesten in Echtzeit zu "sehen" und zu analysieren, um magische Angriffe zu kontern – der Brückenschlag zwischen digitalem Code und visueller Realität.

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