Features
Gems & shards project organization
Isolated parallel sessions with git worktrees
Agent orchestration via built-in CLI (Guild)
crystl Quest roundtable multi-agent chat
Hero shards for solo specialist agents
Floating action panels for approvals and alerts
Full history navigator with search
Token tracking per shard with turn estimates
Project optimizer for agent config gaps
Workbench shared task list (WORKBENCH.md)
Integrated prompt library with Facet Inserts (Guild)
Formations save/restore terminal layouts with session state (Guild)
Remote development over SSH with all features
crystl on iPhone: monitor and steer agents from anywhere
Cavrn: terminal sessions as structured data on GPU
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
