Features
Automated documentation generation from AST and SCIP parsing
Topological dependency graph generation
Incremental doc updates via Merkle tree diffing
Multi-language support (SCIP cross-references)
Search agent (Martin) with parallel queries and citations
MCP integration for agentic coding tools
Visual dependency graph UI (React Flow)
Context reduction: 40-60% fewer tokens
Code change impact flagging (cascading changes)
Onboarding mode: new hires navigate via dependency graph
Auto-refresh docs on push to main
Open source, self-hostable
Laguna XS.2 model (33B params, 3B active, on-device)
Laguna M.1 model (225B params, 23B active, via API)
256K context length for multi-step reasoning
Multi-agent orchestration with planning and tool use
Sandboxed agent execution environments
Developer surfaces: agents, TUI, IDE extensions, binaries
Custom foundation models deployed on-prem or in VPC
Data connectors to repos, databases, data warehouses
Role-based access control for humans and agents
Executive-grade governance and auditability
On-prem, VPC, and workstation deployment (defense only)
Forward Deployed Research Engineers embed with teams
Real-time observability with end-to-end traces
Air-gapped network support
Open-weight model weights available
