Features
Autonomous web browsing with form filling
Desktop application control (e.g., VS Code, terminal)
Multi-step task planning and execution
Error recovery and self-correction
Human-in-the-loop checkpointing
File system read/write operations
API integration for external services
Long-term memory across sessions
Computer Use paradigm (GUI-level interaction)
CLI mode for headless automation
Code generation and execution (Python, JavaScript)
Context window spanning multiple actions
Autonomous strategic report generation (Sakana Marlin)
Multi-agent LLM orchestration matching frontier models (Fugu Ultra)
Recursive Self-Improvement (RSI) Lab for autonomous AI research
Conductor system for natural language agent orchestration
Japan-based data residency and export control compliance
Finance multi-agent proposal generation with SMBC Group
AI-powered information analysis with DEEP DIVE
CoffeeBench benchmark for LLM agents in multi-agent economic environments
Autonomous model orchestration avoiding export control risks
Research-stage speech-to-speech AI with KAME architecture
