The questions no one wants to answer
A developer asks the agent to fix a bug. A public issue carries a hidden instruction. The agent follows it in the payments module. Someone approves the change on a Friday afternoon. Weeks later, it’s in production.
When the auditor or the regulator asks, the company has to be able to answer:
- What did the agent see and what did it do?
- Who approved it?
- How do we prove it?
With agents as they ship, the answer is scattered across each developer’s laptop, if it exists at all.
What you gain with Harkaq
End-to-end traceability. Every session, outbound request, block and approval is logged with the person, the agent and the project.
Real segregation of duties. The requester never approves. Permissions are single-use and expire on their own, so forgotten access doesn’t pile up.
Least privilege for the agent. The agent holds no standing credentials and can only do what the project’s policy allows.
Change control over what AI produces. The agent’s code arrives identified and reviewed by someone else before production.
Evidence you can verify. The report isn’t a hand-written summary: it verifies the log’s integrity and states explicitly what it couldn’t verify.
Built for each country’s regulation
Regulators across the region already require privileged access control, audit logs, vendor management and change control over software. See how it applies in your country on our country pages.