Features
Multi-file code generation from natural language
Automatic test generation and iterative fixing
128K token context window
Supports Python, JavaScript, TypeScript, Java, Go, Rust, C++
Built-in code review and refactoring suggestions
Custom fine-tuning for enterprise codebases
One-click test execution and debugging
Version control-aware diffs and patches
Web-based IDE with real-time collaboration
VS Code plugin with multi-file commands
Offline mode for self-hosted deployments
API for custom pipeline integration
Docker and Kubernetes deployment
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
