Visualize your agent topology in 3D
Design, explore, and share complex multi-agent architectures. Generate graphs with AI, apply layouts, inspect live telemetry, and export in seconds.
Everything you need
From quick sketches to production-grade architecture diagrams.
AI-Powered Generation
Describe your architecture in plain English and watch it become a 3D graph instantly.
3D Interactive Topology
Navigate complex agent graphs in real-time 3D with node inspection and live status.
Security Boundaries
Visualize trust zones, auth flows, and secret scopes across your agent mesh.
Share & Collaborate
Generate share links and compare two graphs side-by-side with diff highlighting.
Template Library
Jump-start with 9 pre-built patterns: RAG pipeline, ReAct loop, Worker-Manager, and more.
Reports & Analytics
Execution reports, cost breakdowns, and latency heatmaps baked in.
5 problems every AI team hits
Multi-agent systems break in ways traditional tools can't see. Here is what engineering teams deal with every week, and how Loxihart Lattice solves each one.
Cascading failures are invisible until production breaks
In tightly-connected multi-agent systems, one agent passing bad data silently corrupts downstream agents. By the time a user sees wrong output, the root cause is buried 6 hops back in a log no one can read.
Loxihart Lattice maps every dependency visually. You spot the propagation path before it reaches prod.
Agent memory drift kills reliability
As token contexts grow, agents forget or contradict earlier decisions. Distributed AI teams spend hours tracing which agent 'forgot' a constraint, with no visual map of how memory flows between nodes.
Live mode and playback replay exactly how state changed hour-by-hour across your graph.
Security boundaries are undocumented and untested
Agents often access secrets, APIs, and private data with no documented trust perimeter. Security audits fail because no one can show which agents touch what: the architecture only exists in someone's head.
Security zone overlays make trust boundaries explicit and shareable with auditors in one click.
LLM cost overruns are hard to attribute
A single misconfigured agent can loop endlessly, burning thousands of tokens per hour. Without node-level cost visibility, teams only find out at billing time, with no way to trace which node caused it.
Per-node cost and latency metrics surface runaway agents before the invoice arrives.
Onboarding new engineers to agentic systems takes weeks
Multi-agent architectures live in README files, Notion docs, and tribal knowledge. New team members or stakeholders need weeks before they can contribute meaningfully, if they ever fully understand the system.
A shareable 3D graph is the onboarding doc. Spin up new engineers in minutes, not weeks.
Simple pricing
Start free. Upgrade when you're ready.
Perfect for exploration
- Up to 3 graphs
- All 9 templates
- Basic export (JSON)
- Community patterns
For serious engineers
- Unlimited graphs
- AI generation (100/day)
- PNG & PDF export
- Live mode simulation
- Security overlay
- Share links
- Priority support
Ready to map your agent architecture?
Join 2,800+ engineers visualizing their AI systems with Loxihart Lattice.