brandOptics AI Neural Nexus

January 6, 2026

Version updated for https://github.com/brandOptics/brandOptics_ai_review_bot_action to version v3.9.4.

This action is used across all versions by 0 repositories.

Go to the GitHub Marketplace to find the latest changes.

Action Summary

The BrandOptics Neural Nexus GitHub Action is an advanced AI-driven code review tool designed for high-performance engineering teams. It combines deterministic static analysis with probabilistic neural reasoning to identify syntax errors, optimize logic flow, improve architectural integrity, and detect security vulnerabilities. By automating senior-level code review tasks, such as refactoring, duplication detection, and enforcing best practices, it streamlines the development process and ensures high-quality, secure, and maintainable code.

Release notes

🏰 Global Logic Shield Universal Import Filter: The bot now globally recognizes import, require, include, using, and package statements across all languages (JS, Python, Java, Go, C#). It automatically suppresses “Hardcoded Config”, “Secrets”, and “Magic Number” warnings on these lines. Benign Magic Number Whitelist: Small Integers: 0, 1, -1 through 10. HTTP Codes: 200, 404, 500, etc. Powers of 2: 1024, 2048, 4096. Context Awareness: Array indices ([0]) and Math/Comparisons (i + 1, x > 0) are now globally safelisted. 🛡️ False Positive Elimination Secrets on Import: Effectively eliminated false positives where module imports were flagged as API keys. Logic Intrusions: The “Code Firewall” now aggressively filters out any suggestion containing keywords like rewrite, flow, redundant, or simplify, ensuring 100% focus on Security & Linting.