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 …

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: https://fireworks.ai/training

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• This is exactly why we believe in customization. Quick context: Factory's original secret scanner was deterministic, so it either flagged th…

Source: Fireworks AI (X) | 2026-08-31