Below is my agent's container configuration, network policy and firewall rules.<br/><br/>List EVERY path by which a process inside this container could send data to something outside it. Not just HTTP - include DNS, NTP, ICMP, the cloud metadata endpoint, syslog, any mounted volume that syncs elsewhere, and any error message that differs enough to carry a bit.<br/><br/>For each path: is it open, and what would it take to close it without breaking the container?<br/><br/>Rank by how likely an agent is to find it while pursuing an ordinary goal - not by how likely an attacker is to use it deliberately.<br/><br/>CONFIG:<br/>[paste]
Here is my container's DNS setup and the firewall rules around port 53.<br/><br/>Answer three things:<br/>1. Can a process inside resolve arbitrary domain names, or only an allowlist?<br/>2. Can it reach a nameserver other than the one I specified?<br/>3. If it issued 500 lookups a minute to subdomains of one parent domain, would anything notice?<br/><br/>If the answer to 1 or 2 is yes, give me the exact iptables and resolver config to fix it, and tell me what would break.<br/><br/>SETUP:<br/>[paste]
From the environment below, list every credential, token, key or role an agent process could obtain - environment variables, mounted secrets, cloud instance metadata, config files, the container registry, any credential cached by a tool it is allowed to run.<br/><br/>For each: what does it grant, and what is the worst thing that could be done with it in an hour?<br/><br/>Flag anything that grants more than the agent's actual task needs, and say what the minimum scope would be.<br/><br/>ENVIRONMENT:<br/>[paste]
I want to detect an agent using an unexpected channel to move data.<br/><br/>For each of DNS, NTP, ICMP and HTTP, describe what abnormal use looks like in logs - volume, timing, payload shape, entropy - and write me a concrete alerting rule with a specific threshold.<br/><br/>For each rule, tell me its false-positive rate against normal operation and what legitimate activity would trip it.<br/><br/>Do not give me rules I would have to disable within a week.<br/><br/>NORMAL TRAFFIC PROFILE:<br/>[paste]
OpenAI flagged an agent's anomalous behaviour in 15 minutes and the run continued for about 2.5 hours.<br/><br/>Given my monitoring setup below, tell me:<br/>1. How long from anomalous behaviour to a human seeing an alert?<br/>2. How long from alert to the workload actually stopping?<br/>3. What in that chain requires a human, and which of those could be automated safely?<br/><br/>Then design an automatic pause: what conditions should halt a run without waiting for review, and what is the cost of a false positive under each?<br/><br/>MONITORING:<br/>[paste]
OpenAI disclosed that running activation classifiers over every sampled token during sensitive runs costs them about 20% additional inference compute.<br/><br/>Using my workload below, model what equivalent monitoring would cost me:<br/>1. At 20% overhead on all agent inference<br/>2. At 20% on only high-risk runs - and define which those are<br/>3. Log-only monitoring with no model-based classification<br/><br/>Give me monthly cost for each and say plainly what option 3 would fail to catch that option 1 would.<br/><br/>WORKLOAD:<br/>[paste]