EXPERIMENT INDEX / 01—10

Labs

Interactive, inspectable experiments for learning how modern AI systems make decisions. Start with the live Intent Router; the rest are in the build queue.

LAB / 01

Intent Router

Turn natural-language requests into intents, entities, and agent routes.

RoutingAgents
LAB / 02

Model Router

Route tasks across models using quality, latency, and cost signals.

RoutingLLM
LAB / 03

Prompt Playground

Compare prompt structures and inspect structured responses.

PromptsEvaluation
LAB / 04

Structured Output

Design resilient schema-constrained generation workflows.

LLMSchema
LAB / 05

RAG Playground

Explore retrieval, chunking, ranking, and grounded generation.

RAGRetrieval
LAB / 06

Agent Memory

Experiment with short-term, episodic, and semantic memory.

AgentsMemory
LAB / 07

Tool Calling

Inspect tool schemas, arguments, execution, and recovery paths.

AgentsTools
LAB / 08

MCP Inspector

Understand resources, tools, prompts, and server boundaries.

MCPTools
LAB / 09

Context Engineering

Build and evaluate context assembly strategies.

ContextLLM
LAB / 10

LLM Evaluation

Create repeatable datasets, graders, and quality reports.

EvaluationLLM