BiasGuard was built because AI tools promised unbiased assistance but delivered overconfident outputs filled with cognitive and social biases that cost development teams time and quality. What makes it unique is radical transparency—we openly document our limitations (18.2% false positive rate) alongside our strengths (96% accuracy on obvious patterns), detect 18 cognitive bias categories beyond just social bias, and run entirely locally with zero data collection through mathematically validated algorithms. We're most proud of building trust with AI-skeptical developers by leading with honesty: this is a production-ready VS Code extension that works today (87ms response time, 32MB memory), openly admits what it can't do yet (context-awareness), and invites the community to collaborate on solving the hardest problems together through open-source algorithm development.

BiasGuard (Product of Bravetto)

VS Code bias detection for skeptical developers

VS Code bias detection for skeptical developers