Features
Autonomous bug fixing from GitHub issues
Supports any language model via pluggable backends
Docker sandbox for safe code exploration
Automatic PR creation with fixes
Evaluated on SWE-bench benchmark
EnIGMA mode for offensive cybersecurity
Supports competitive coding tasks
Configurable via single YAML file
Trajectory logging for debugging
Integration with GitHub API
Extensible tool set for file editing and shell commands
Mini-swe-agent version with simpler codebase
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
