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JoshBlythe

HN member
Joined
Tue, Apr 07, 2026, 9:17 AM UTC
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Public activity
23 items

About JoshBlythe

Building Bordair - multimodal prompt injection detection API (text, image, document, audio). Solo dev, full-time job. Python, FastAPI, AWS ECS Fargate. bordair.io

Recent public activity

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    Comment #47715406

    The dual-watermark theory makes alot of sense for defensive engineering. You always assume your outer layer will be broken and so keep a second layer that isn't publicly testable. …

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    Comment #47703703

    In app builders using LLM's you would expect proper prompt injection procedures to be in place - but surprise surprise, it's not usually the case. AI tools tend to ship fast and se…

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    Comment #47700976

    This is interesting timing. I'm currently using EFS with Fargate for persistent storage and the NFS performance has been the biggest pain point - WAL mode SQLite on EFS works but d…

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    Comment #47700966

    S3 if you're already in the AWS ecosystem. R2 if egress costs are killing you. I run multi-region on AWS and S3 is deeply integrated with everything - IAM, CloudFront, ECS, Lambda.…

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    Ask HN: What's the state of multimodal prompt injection defence in 2026?

    I've been researching multimodal prompt injection - attacks hidden in images, documents, and audio rather than text. Ran a structured test suite (225 attacks across 5 modalities) a…

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    Comment #47687816

    What a throwback! Reminds me of older gameboy games! Really nice project!

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    Comment #47687111

    4/9 for me... no 'Lizzy Line though?!

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    Comment #47674732

    this is rlly cool

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    Comment #47674726

    love this - is it free to use?

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