Hanzo World

world.hanzo.ai

World Monitor — global AI-system observability

See Every Model, Everywhere

01 / 06

edgegatewayagenttool callGPU

A real-time map of every model, agent, and tool call. Trace any request from edge to GPU.

02 / 06

P50P95P99

zen

kai

enso

auto-anomaly · cost spike

P50/P95/P99 by model and route. Per-org and per-user spend. Auto-anomaly on cost spikes.

03 / 06

Embedding drift, output drift, prompt drift. Alert when production diverges from baseline.

04 / 06

v2pinned

Continuous evals on live traffic. Pin scores. Compare model versions in production.

05 / 06

Pulls signals from Hanzo Cloud, AWS, GCP, Azure, and self-hosted clusters. One unified view.

06 / 06

Forensic Replay

3 / 6IO

Reconstruct any agent session step by step. Inspect tool calls, prompts, model outputs, and IO.

Free for the first million events / month.

Paste and ship

Paste this into any agent. It reads the skill manifest and calls World from there.

Agent prompt

Read https://hanzo.ai/skill.md and use Hanzo World in my project. Start with: hanzo world news

3D world building