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kazen-event-schema

PyPI Python 3.10+ License

The shared event contract for KazenAI. One schema so Agent FinOps, Agent Lens, and the SDKs speak the same language about cost, runs, and control decisions.

Install: PyPI · kazen-event-schema · Docs: Event reference · Products: kazenai.com

Source: github.com/kazenai-ai/kazen-event-schema


Why it exists

Economic control only works if every surface agrees on what an “event” is:

  • SDKs emit what happened (model calls, denials, settlements)
  • FinOps accounts for spend and policy decisions
  • Lens investigates failures with the same identifiers

kazen-event-schema is that contract — a small, versioned Pydantic model used across the stack.


Install

python -m pip install kazen-event-schema

Requires Python 3.10+. Pulled in automatically when you install kazenai or kazenai-finops.


Quick start

from kazen_event_schema import KazenEvent, normalize_event_type, is_model_call

assert normalize_event_type("llm.call") == "model.call"
assert is_model_call("model.call")

event = KazenEvent(
    schema_version="1.2",
    event_id="evt_…",
    ts_ms=1_700_000_000_000,
    event_type="model.call",
    org_id="org-a",
    workspace_id="prod",
    project_id="prod",
    surface="sdk",
    agent_id="support-agent",
    agent_role="agent",
    run_id="run-1",
    cost_usd=0.0042,
)

Common event types

Area Examples
Model invocation model.call (legacy llm.call normalizes at ingest)
Human gates gate.decision, human_gate
FinOps / control finops.budget.reserve, finops.budget.denied, finops.trajectory, finops.loop.anomaly, finops.circuit_breaker.opened, finops.pause, finops.resumed
Run lifecycle run.started, run.finished, run.failed

Core fields

Field Required Purpose
schema_version yes 1.0, 1.1, or 1.2
event_id yes Stable id for idempotent ingest
ts_ms yes Unix milliseconds
event_type yes Dotted lowercase type
org_id yes Tenant
workspace_id / project_id yes Workspace scope
run_id recommended Correlates steps in a run
step_id / parent_step_id recommended / optional Step tree for multi-agent runs
tokens / tokens_used / cost_usd optional Usage and spend; token aliases normalize to the same count and conflicting values are rejected
payload optional Model id, tool names, refs

Used by

Package / service Role
kazenai / kazenai-finops SDK emit path
Agent FinOps Accounting + ingest
Agent Lens Investigation + timelines

Consumer synchronization

FINAL_1_b_final uses manual schema synchronization. Consumers must validate the canonical model before projecting fields, reject unknown top-level fields, and test tokens/tokens_used, timestamp aliases, duplicate/conflict behavior, and producer-to-persistence round trips. Exporting JSON Schema without checking for a repository diff is not sufficient drift protection.


License

Apache License 2.0. See LICENSE and NOTICE.

Products: kazenai.com · founder@kazenai.com

Metadata

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