Features
RL-trained code search subagent
Isolated context window for search results
~3.8 steps average to find code
8 parallel tool calls per turn
Reduces context rot by 70%
Speeds coding tasks by 40%
MCP integration for Claude Code, Codex, OpenCode
OpenAI-compatible SDK (TypeScript, Python)
Auto-detects and configures editors (Claude Code, Cursor, Codex, VS Code)
One-command setup via npx
Search across entire codebase with natural language
Zero search reruns due to context overflow
Autonomous vulnerability scanning and PR generation
PR review for quality, security, and best practices
Legacy COBOL to Java migration with testing
Incident triage and root cause analysis
Agent Canvas: manage multiple agents in one workspace
Cloud agents run even when your machine is off
Schedule recurring tasks via cron or event triggers
Trigger workflows from GitHub, Slack, PagerDuty
Model-agnostic: supports Claude Code, Codex, Gemini CLI, MiniMax M2.7
Isolated sandbox execution on VM or cloud
Fine-grained access control and budget guardrails
Audit trails for enterprise compliance
Self-hosted deployment in your VPC
Open-source SDK for custom agent development
In-chat model switching with saved LLM profiles
