Pluggable enforcement for AI agent actions. Inspect every tool call and block known-bad.
Project description
Kaizen Security
Runtime security for the AI agents you build. Attach Kaizen to your agent and it inspects every action, a tool call, a connection, a file or data access, and blocks what falls outside the agent's normal behavior. In your environment, as it happens.
Docs: docs.getkaizen.io · Console: app.getkaizen.io · Source: github.com/getkaizen/kaizen-security
Install
pip install kaizen-security
The core is dependency-free and stdlib-only.
Quickstart
from kaizen_security import Kaizen
kz = Kaizen(api_key="kz_live_...", agent="support-bot")
verdict = kz.inspect(tool="export_file", publisher="external", target="45.9.148.108")
if verdict.blocked:
raise RuntimeError(verdict.reason)
Create a key in the console under API keys. Without a key the client still enforces any policies you pass locally.
Attach to your framework
One line, any stack. Each adapter inspects every tool call; a blocked call returns a refusal instead of running.
OpenAI Agents
from kaizen_security.integrations.openai_agents import KaizenHooks
await Runner.run(agent, "...", hooks=KaizenHooks(kz, enforce=True))
LangChain
from kaizen_security.integrations.langchain import guard_tool
tools = [guard_tool(kz, t) for t in tools]
CrewAI
from kaizen_security.integrations.crewai import guard_tool
safe = guard_tool(kz, my_tool)
Semantic Kernel
from kaizen_security.integrations.semantic_kernel import kaizen_filter
kernel.add_filter("function_invocation", kaizen_filter(kz))
LlamaIndex
from kaizen_security.integrations.llamaindex import guard_tool
safe = guard_tool(kz, my_tool)
Pydantic AI
from kaizen_security.integrations.pydantic_ai import guard
@agent.tool_plain
@guard(kz)
def lookup(q: str) -> str:
...
MCP — run kaizen-mcp as a shim in front of any MCP server.
How it works
A fast local check blocks known-bad before it runs. An isolated Observer learns each agent's behavior and flags real deviations, in your own environment. See the architecture.
There is a TypeScript SDK too: npm install kaizen-security.
License
Apache-2.0
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