Agent Implementation

High-performance agent execution with ReACT loop (Reasoning + Acting)

Features

• ReACT Loop: Reason -> Act -> Observe cycle for intelligent task execution
• Planning Mode: Optional planning before execution for complex tasks
• Stop Words: Configurable termination triggers
• Tool Execution: Parallel tool execution with timeout handling
• Memory: Conversation history and context management
• Discovery: Dynamic agent discovery via heartbeat/capabilities
• Handoff: Capability-based routing between agents
• Guardrails: Input/output validation with tripwire functionality
• Checkpointing: State persistence for recovery and time-travel
• Multi-Memory: Hierarchical memory (short-term, long-term, entity)
• Agent-as-Tool: Compose agents as callable tools
• Self-Correcting: LLM-as-Judge pattern for automatic quality improvement
• Agent Factory: Runtime agent instantiation and configuration
• Durable Execution: Fault-tolerant execution with recovery
• Structured Sessions: Conversation memory and session management
• Approvals: Human-in-the-loop approval for dangerous operations