Probably Nothing
AI-powered cybersecurity tools that detect threats in real-time
Visit probably.group ↗What is Probably Nothing?
Probably Nothing builds a suite of AI-driven security tools designed to help developers and security teams prevent attacks before they occur. The company focuses on threat detection, vulnerability discovery, and automated code review to accelerate secure development without sacrificing speed.
Active projects include Defensive.Network for continuous threat intelligence, Dev-AID for AI-assisted code review and bug detection, Vuln-AID for autonomous vulnerability scanning, and ContextIPS to protect large language models from prompt injection attacks. The team also maintains SOTA-skills, a collection of 40+ engineering best practices that guide AI coding assistants to apply security and compliance standards consistently, improving best-practice coverage from 59% to 98% when used with Claude Code.
Momentum
Daily activity over the last 30 days: upvotes, unique visits, new GitHub stars and Hacker News points.
How do we know it's vibe coded?
vibetrend discovered Probably Nothing automatically. Evidence: GitHub martinholovsky/SOTA-skills; repo has AGENTS.md, CLAUDE.md, GEMINI.md. View source.
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