Features
Custom agent authoring with goal/instruction/knowledge framing
Agent versioning and revision history
Internal sharing with team-specific access controls
Community agent marketplace with discover and import
Usage analytics and adoption metrics
API for embedding agents into workflows
CLI tool for local agent testing and sync
Integration with GitHub and GitLab for CI/CD
Role-based permissions for agent modification
Agent templates for common engineering patterns
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
