Features
Runs open-weight coding agent models on-premises
Deploy in your VPC or data center (air-gapped option)
On-par with Claude Code on terminal-bench 2.1
SSO, RBAC, spend controls, audit logs (enterprise)
Zero data retention on cloud tier
Cost-efficient: 3x output for same budget vs frontier APIs
Founder-level support for enterprise customers
Dashboard for monitoring and control
Model serving stack tuned inside customer environment
No code sent to Anthropic, OpenAI, or others
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
