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Step 1: Install

```bash pip install vaultak ```

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Step 2: Get your API key

Sign up at app.vaultak.com. Your API key is on the API Key tab. It starts with vtk_.

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Step 3: Wrap your agent

```python from vaultak import Vaultak vt = Vaultak(api_key=“vtk_your_api_key_here”) with vt.monitor(“my-agent”): agent.run() ``` Every action your agent takes is now monitored, risk-scored, and logged in real time. Node.js:

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Step 4: Configure thresholds

```python vt = Vaultak( api_key=“vtk_your_api_key_here”, alert_threshold=30, # Score >= 30: alert and log pause_threshold=60, # Score >= 60: halt agent, await review rollback_threshold=85 # Score >= 85: auto-rollback and halt ) ```

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Step 5: Define what your agent is allowed to do

```python vt = Vaultak( api_key=“vtk_your_api_key_here”, allowed_resources=[“/tmp/”, “/data/readonly/”], blocked_resources=[“prod.”, “.env”, “*.key”], max_actions_per_minute=20, ) ``` Policies can also be created and managed in the dashboard, no code changes needed.

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Response modes

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Works with any framework

```python

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LangChain

with vt.monitor(“langchain-agent”): response = llm.invoke(prompt)

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CrewAI

with vt.monitor(“crew-agent”): crew.kickoff()

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AutoGen

with vt.monitor(“autogen-agent”): agent.run() ```

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Environment variable

```bash export VAULTAK_API_KEY=vtk_your_api_key_here ``` ```python vt = Vaultak() # Reads from VAULTAK_API_KEY automatically ```

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Next steps