Lumeus Secure Vibe Coding vs Neo: Side-by-Side Comparison (2026)

Lumeus Secure Vibe Coding: Secures AI-assisted dev environments from prompt injection, DLP, & shadow AI. built by Lumeus. Core capabilities include Shadow AI discovery and inventory of AI tools on developer machines, MCP server discovery and data access mapping, Inline DLP to block credentials and sensitive data in prompts and generated code..

Neo: Agentic AI control platform for SecOps to govern autonomous AI tools at runtime. built by Neo. Core capabilities include Lightweight endpoint agent for AI tool discovery and inventory, Real-time policy enforcement at application runtime, LLM-assisted policy authoring and deployment..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Lumeus Secure Vibe Coding differentiates with Shadow AI discovery and inventory of AI tools on developer machines, MCP server discovery and data access mapping, Inline DLP to block credentials and sensitive data in prompts and generated code. Neo differentiates with Lightweight endpoint agent for AI tool discovery and inventory, Real-time policy enforcement at application runtime, LLM-assisted policy authoring and deployment.

Lumeus Secure Vibe Coding is developed by Lumeus. Neo is developed by Neo. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Lumeus Secure Vibe Coding integrates with GitHub, Kubernetes, SSH, Jupyter Notebooks, ChatGPT. Neo integrates with Claude Code, Gemini CLI, GitHub Copilot, OpenAI Codex, ChatGPT desktop and 5 more. Check integration compatibility with your existing security stack before deciding.

Lumeus Secure Vibe Coding and Neo serve similar Agentic AI Security use cases: both are Agentic AI Security tools, both cover Prompt Injection. Review the feature comparison above to determine which fits your requirements.