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FactoryAI's Droid Shield Secret Detection

A secret that leaks into shipped code is a breach waiting to happen. @FactoryAI's droids write and...

Fireworks AI@FireworksAI_HQ
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Why we picked it

FactoryAI's model detects more secrets than GPT-5.5 at lower cost, making it valuable for developers handling sensitive code.

FactoryAI developed Droid Shield to catch secrets in code. They fine-tuned an open Qwen model using their Training API. This model detected almost 20% more real secrets than GPT-5.5. The solution offers lower cost and latency compared to GPT-5.5.

Original · Fireworks AI

A secret that leaks into shipped code is a breach waiting to happen. @FactoryAI's droids write and...

A secret that leaks into shipped code is a breach waiting to happen. @FactoryAI 's droids write and commit code faster than any reviewer can keep up, so Droid Shield has to be trustworthy and low-friction: catch the real secrets, clear the false alarms. With the Training API, Factory fine-tuned an open Qwen model that caught almost 20% more real secrets than GPT-5.5 at lower cost and latency. Build your own frontier: fireworks.ai/training 💬 0 🔄 1 ❤️ 2 👀 246 📊 1 ⚡

#FactoryAI#Droid Shield#Qwen#GPT-5.5#secret detection

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