Overview & Capability
Anthropic's terminal-native agent harness operating directly inside local code repositories. Features deep Model Context Protocol (MCP) tooling and Computer Use capabilities.
Key Highlights
- Repository-wide code analysis, editing, and test execution
- Model Context Protocol (MCP) server integration
- Multi-turn terminal reasoning and git commit automation
Robbie's Independent Take
Verified: 2026-10-11
Excellent candidate for local execution with zero cloud lock-in. For 7B-8B parameter models, budget at least 8 GB of unified memory or VRAM (Q4_K_M quantization). For 32B-70B models, aim for 24 GB+ to maintain interactive throughput without CPU offload penalties.
Alternatives & Replaces
- GitHub Copilot CLI
- Aider AI