Features
Autonomous multi-step task execution
Full codebase context awareness
Bug fixing and feature implementation
Integration with existing CI/CD pipelines
Long-running agents (hours to days)
Interactive debugging and introspection
Multi-language support (Python, JavaScript, TypeScript, Go, Rust)
Branch management and PR creation
Self-healing agents that handle errors
Pluggable tools and custom actions
Usage analytics and performance dashboards
Team collaboration and shared workspaces
Live knowledge graph from code, commits, issues, and docs
Feasibility analysis: flags buildable vs risky items
Technical design document generation grounded in service topology
Impact assessment maps services, APIs, and dependencies across repos
Auto-scoping epics into Jira/Linear stories with effort estimates
One-shot production code generation grounded in service patterns
AI code reviews with cross-repo impact analysis
Production issue triage via MCP
Conversational learning from Slack and Jira
Accelerated onboarding via system-level Q&A in coding agents
Create Jira tickets and merge requests from Slack
MCP server for integration with Cursor, Claude Code, Codex
On-prem or cloud deployment
No code storage or model training
