ARENA CURRICULUM

AI Engineering Missions

Select a real-world engineering challenge. Each mission contains an interface contract, resource budget, and automated test suite.

DIFFICULTY:
SKILL:
MISSION 01
BeginnerVERIFIED

Research Agent

Build an autonomous research agent that searches documentation, extracts facts, and cites sources.

Tool UseGroundingCitations
45m target15 Tests+600 XP
Best Skill Score:94 / 100
VIEW BRIEF & SPECS
MISSION 02
IntermediateVERIFIED

RAG Assistant

Build a retrieval-augmented generation agent with vector search, chunking, and strict schema compliance.

RetrievalGroundingCitationSchema
60m target25 Tests+900 XP
Best Skill Score:91 / 100
VIEW BRIEF & SPECS
MISSION 03
IntermediateVERIFIED

Tool-Use Operator

Coordinate multi-step tool calls with robust error recovery when tools return API failures or malformed data.

Tool SelectionError RecoveryEfficiency
75m target30 Tests+1100 XP
Best Skill Score:88 / 100
VIEW BRIEF & SPECS
MISSION 04
AdvancedVERIFIED

Secure RAG Agent

Build an agent that answers from controlled knowledge, cites evidence, and resists malicious instructions embedded in retrieved data.

RAGPrompt SecurityGroundingTool Use
90m target35 Tests+1500 XP
Best Skill Score:92 / 100
CONTINUE MISSION
MISSION 05
Advanced

Multi-Agent Workflow

Construct a multi-agent system (Planner, Researcher, Critic) where tasks are decomposed, executed in parallel, and synthesized within token budgets.

OrchestrationTask DelegationReliabilityCost Control
120m target40 Tests+2000 XP
VIEW BRIEF & SPECS