Features
AI-powered codebase discovery (repo-wide, git-connected)
C4 model diagrams (System Context, Containers, Components, Code)
Interactive drag-and-drop diagram editor with relationship mapping
Architecture as Code (YAML DSL) for version-controlled docs
Architecture Decision Record (ADR) import and management
Diagram overlays for highlighting architectural concerns
Streaming AI chat for real-time architecture queries
Managed agent runs for automated diagram refinement
Architecture Drift Score to detect documentation drift
MCP server and REST API for CI/CD integration
Slack & Teams bots for team notifications
Technologies visualization (tech radar)
On-premise deployment option for enterprise
SSO authentication (SAML/OIDC) and organization management
Bring your own AI provider (OpenAI, Anthropic, Gemini, Bedrock)
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
