AI-powered interview preparation. Generates company insights, STAR scenarios, likely questions with approach guidance, talking points, questions to ask, and negotiation prep. Requires authentication.
Part of the AI Applyd server.
Free to start. No card required.
AI agents use generate_interview_questions to create or modify resources in AI Applyd. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.
Without a policy, an AI agent could call generate_interview_questions repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach AI Applyd.
Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.
{
"version": "1",
"default": "deny",
"tools": {
"generate_interview_questions": {
"limits": [
{
"counter": "generate_interview_questions_rate",
"window": "minute",
"max": 30,
"scope": "grant"
}
]
}
}
}See the full AI Applyd policy for all 10 tools.
These attack patterns abuse exactly the kind of access generate_interview_questions gives an agent. Each links to the full case and the policy that stops it:
Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.
AI-powered interview preparation. Generates company insights, STAR scenarios, likely questions with approach guidance, talking points, questions to ask, and negotiation prep. Requires authentication.. It is categorised as a Write tool in the AI Applyd MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the AI Applyd MCP server in PolicyLayer and add a rule for generate_interview_questions: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches AI Applyd. Nothing to install.
generate_interview_questions is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the generate_interview_questions rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for generate_interview_questions. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
generate_interview_questions is provided by the AI Applyd MCP server (https://mcp.aiapplyd.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 10 AI Applyd tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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