Agentic Research
Maestro
IdleOrchestrates all agents, plans workflows, and decides optimal LLM usage for efficiency
DataFlow
IdleData Engineer
Handles API integrations, data pipelines, and real-time data streaming from PubMed and ClinicalTrials.gov
Scholar
IdleResearch Analyst
Analyzes scientific publications, identifies key findings, and tracks research trends in EoE literature
TrialWatch
IdleClinical Trials Monitor
Monitors clinical trial updates, tracks recruitment status, and analyzes trial outcomes
Nexus
IdleInsight Generator
Synthesizes data from all sources to generate actionable insights and identify patterns
Vault
IdleData Agent
Persists all research data, caches API responses, logs agent activity, tracks LLM usage, and stores generated insights
Activity Log
Live feed of agent actions, data fetches, and reasoning steps
ReAct Reasoning Loop
Think, Act, Observe -- the autonomous decision-making cycle
Memory Architecture
Four-tier memory system for persistent learning and context management