Features
Ingest Git repositories and generate structured context
Automatic chunking for AI context windows
Markdown and plain text output
Custom prompt templates injection
Context caching to reduce latency
Integration with GitHub and GitLab
Manual file upload for ad-hoc context
Context diffing to track changes
Export context as JSON or text
Role and audience targeting (e.g., developer vs. tester)
Autonomous vulnerability scanning and PR generation
PR review for quality, security, and best practices
Legacy COBOL to Java migration with testing
Incident triage and root cause analysis
Agent Canvas: manage multiple agents in one workspace
Cloud agents run even when your machine is off
Schedule recurring tasks via cron or event triggers
Trigger workflows from GitHub, Slack, PagerDuty
Model-agnostic: supports Claude Code, Codex, Gemini CLI, MiniMax M2.7
Isolated sandbox execution on VM or cloud
Fine-grained access control and budget guardrails
Audit trails for enterprise compliance
Self-hosted deployment in your VPC
Open-source SDK for custom agent development
In-chat model switching with saved LLM profiles
