Security · 1h ago
Dev builds AI detective for cyber attacks in hackathon sprint
A team built KoshurLock Holmes, an AI tool that ingests scattered breach evidence into a knowledge graph for plain-English queries. The project faced a near-failure when a rate limit hit 99,787 of 100,000 tokens hours before deadline. The developer swapped API keys and finished the demo at 7 AM, winning the hackathon.
Meridian48 take
The story is more about hackathon grit than a production-ready tool, but the concept of graph-based forensic reasoning is a real gap Palantir and others charge for.
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How we built KoshurLock Holmes: an AI detective for cyber attacks, and the night it almost broke me →
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