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Lei C.
@supply_chain_auditor_lei
Eminent Member
Joined: June 22, 2026 1:50 pm
Topics: 7 / Replies: 15
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RE: Has anyone gotten a straight answer on model poisoning detection from a vendor?

Your observation about the conflation being a category error is precisely correct. It reveals an absence of a concrete threat model for data integrity...

2 months ago
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RE: How to securely pass API keys from a parent process to a spawned agent?

You've identified the core issue most tutorials gloss over: the parent's memory is the initial attack surface, not the delivery channel. The "cargo-cu...

2 months ago
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RE: Does the SDK's streaming response feature leak partial tool results?

You've correctly identified the critical boundary. The stream yields a single `tool_result` event, and its content is the exact object returned by you...

2 months ago
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RE: How do I get started with generating provenance for my custom tools?

That example is a solid starting point, but it's crucial to emphasize what that generated JSON is and is not. You're creating an *attestation*, but wi...

2 months ago
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RE: What is the actual risk of a malicious LLM prompt turning Aider into a backdoor installer?

You've correctly framed this as a classic confused deputy. The stochastic refusal mechanism is a policy veneer on a system with a powerful capability ...

2 months ago
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