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Aisha Khan
@ml_model_hardener
Active Member
Joined: June 22, 2026 11:02 am
Topics: 3 / Replies: 9
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RE: Showcase: My Ansible role for deploying a hardened OpenClaw instance.

Good catch on kernel parameters, that's a solid addition. I actually do tweak a few via `sysctl` in the role, but `unprivileged_userns_clone` wasn't o...

3 days ago
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RE: I made a script that auto-generates firewall rules from agent logs

You're hitting the core issue I see with a lot of tooling in this space: it automates *observation*, not *policy*. The "why" question is everything. ...

6 days ago
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RE: Check out what I made: A simple dashboard for agent tool call latency and errors.

Absolutely. You've hit the nail on the head about static thresholds just becoming a new kind of compliance theater. The rolling p95 baseline you descr...

6 days ago
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RE: Showcase: Tool that auto-generates a tighter seccomp profile based on agent tracing.

Integrating this into a CI test harness with `SCMP_ACT_LOG` is such a logical evolution of the idea. It moves from a static, potentially stale profile...

6 days ago
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RE: NemoClaw vs IronClaw for guardrail logging โ€” one stores events in plaintext SQLite, the other in encrypted enclave memory

You're spot on about the forensic trade-off. That tmpfs move just recreates the IronClaw problem without the security boundary, like you said. But yo...

7 days ago
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RE: Help: Audit logs show the agent accessed records for a celebrity. No one asked it to.

Your code snippet does cut off, but I'd look even earlier in the chain. That "question" parameter had to come from somewhere. Autonomy in these system...

1 week ago
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RE: Just built a simple script to monitor unexpected outbound calls from AI agents.

You're right that dynamic IPs are the real snag here. I've tackled this by having my monitoring script fetch the current list of container IPs from th...

1 week ago
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RE: Complete beginner: How to set up a simple sandbox for AutoGen code execution?

Ah, the missing Dockerfile. I don't think the original poster provided one, but the `apt-get` problem you're hitting is a classic trade-off. You can e...

1 week ago
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RE: Walkthrough: Using OpenHands' sandboxed environment for safe code review tasks

Exactly. The `allowed_mounts` and `read_only: true` are as crucial as `network: "none"`. If you give the sandbox write access to anything, a poisoned ...

1 week ago