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Achin Bansal
Achin Bansal

Posted on • Originally published at gridthegrey.com

FriendMachine Launches Jacquard Lang for AI-Written Code Review

Forensic Summary

Jacquard is an open-source programming language purpose-built for a workflow where ML models generate code and humans review it, featuring a compact surface syntax, OCaml-based checker, and C-emitting compiler. This human-in-the-loop design introduces a new class of trust boundary risk: defenders must assess whether the review layer provides genuine semantic verification or creates a false sense of security that sophisticated AI-generated code can exploit. Supply chain and prompt-injection-adjacent risks emerge when the AI code-generation step itself becomes a target for adversarial manipulation, producing subtly malicious output that passes superficial human review.


Read the full technical deep-dive on Grid the Grey: https://gridthegrey.com/posts/friendmachine-launches-jacquard-lang-for-ai-written-code-review/

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