Features
Autonomous AI agents with memory and function call history
Software engineering agents: local repo editing, ticket-to-PR, code review
Slack chatbot integration
Multi-agent extend-reasoning LLM interface
Generated function calling code with sandboxed execution
Cost tracking and configurable human-in-the-loop
Persistent state management for agents
Repository indexing and ad-hoc query agents
Pull request code review agent
OpenTelemetry-based tracing and observability
Support for 15+ LLM providers
Functional callable tools: filesystem, Jira, Slack, Perplexity, Google Cloud, GitLab, GitHub
Multi-user SSO enterprise deployment (Google Cloud IAP)
Scale-to-zero deployment on Firestore & Cloud Run
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
