Qortara Governance
Govern not just what your agents do, but what they remember and decide, and capture the proof.
Governing the action is well covered. Qortara adds the facets most tools stop short of: memory governance and decision governance, how an agent's memory becomes behavior and how its decisions earn authority. Start with the open source sidecar, dispatch-path governance and tamper-evident evidence for LangChain and LangGraph (Apache-2.0), built on the Agent Governance Toolkit. Memory and decision governance, controlled and verifiable, arrive in the operated product, Qortara Cloud Governance (pre-launch).
The governed-agent ecosystem
One call, one workflow, one lifetime: governed end to end.
AGT engine
Policy engine
Deterministic policy evaluation. The factors converge here and resolve to one of three outcomes, before the action runs.
Install
pip install qortara-governance-langchainWith LangGraph support:
pip install 'qortara-governance-langchain[langgraph]'Quickstart
Wire the sidecar into your LangChain agent. The LangChain integration guide walks through the full setup, policy pack authoring, and sidecar lifecycle.
from langchain_core.tools import tool
from qortara_governance_langchain import GovernedAgent
@tool
def fetch_customer_record(customer_id: str) -> dict:
"""Fetch a customer record from the CRM."""
...
agent = GovernedAgent(
tools=[fetch_customer_record],
policy_profile="crm-readonly",
)
result = agent.invoke({"input": "Look up customer 42"})Project links
| Source repository | https://github.com/MythologIQ-Labs-LLC/qortara-governance | GitHub |
| Issue tracker | https://github.com/MythologIQ-Labs-LLC/qortara-governance/issues | GitHub Issues |
| Community Q&A | https://github.com/MythologIQ-Labs-LLC/qortara-governance/discussions | GitHub Discussions |
The product, pre-launch
Qortara Cloud Governance
Where Qortara becomes a product of its own: controlled, verifiable agent evolution, governing how your agents' learned state earns authority, with conformance evidence and the whole thing operated and accountable across your estate. The open-source sidecar is the on-ramp; this is the differentiated layer. Pre-launch; design-partner pilots.
LangChain, LangGraph, and LangSmith are trademarks of LangChain, Inc. The Agent Governance Toolkit is an open-source (MIT) project. Qortara is an independent project and is not affiliated with, endorsed by, or sponsored by LangChain, Inc. or Microsoft. See our trademarks notice for full third-party mark attributions.