Cisora SDK — flight recorder and circuit breaker for AI agents.
Project description
cisora
The flight recorder and circuit breaker for your AI agents — Python SDK.
pip install cisora
import os
from cisora import Cisora
cisora = Cisora(
api_key=os.environ["CISORA_API_KEY"],
agent_name="customer-support-bot",
)
# Wrap a model call
with cisora.model_call("claude-sonnet-4-5") as call:
reply = anthropic.messages.create(...)
call.outputs = reply
# Wrap a tool call
with cisora.tool("send_email", metadata={"recipient": email}) as call:
result = resend.emails.send(...)
call.outputs = result
# Synchronous policy check
decision = cisora.check(
action_type="tool_call",
tool_name="database_write",
metadata={"table": "users", "field": "email"},
)
if decision["decision"] != "allow":
raise RuntimeError(f"Blocked by Cisora: {decision}")
Async support
import asyncio
from cisora import AsyncCisora
cisora = AsyncCisora(api_key="cisora_live_...", agent_name="my-agent")
async def main():
async with cisora.tool("send_email") as call:
result = await send_email_async(...)
call.outputs = result
await cisora.flush()
License
MIT
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