Lumeus Secure Vibe Coding vs Pebblo: 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..

Pebblo: AI security platform enforcing access control & governance for AI apps/agents. built by Daxa.ai. Core capabilities include Permissions-aware data connectors with classification for enterprise data sources (Safe Connectors), Role-appropriate and compliant data retrieval from vector databases (Safe Retriever), Secure MCP agent data access with identity and policy control, including prompt injection protection (Safe MCP)..

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. Pebblo differentiates with Permissions-aware data connectors with classification for enterprise data sources (Safe Connectors), Role-appropriate and compliant data retrieval from vector databases (Safe Retriever), Secure MCP agent data access with identity and policy control, including prompt injection protection (Safe MCP).

Lumeus Secure Vibe Coding is developed by Lumeus. Pebblo is developed by Daxa.ai. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Lumeus Secure Vibe Coding integrates with GitHub, Kubernetes, SSH, Jupyter Notebooks, ChatGPT. Pebblo integrates with OpenAI, MCP (Model Context Protocol). Check integration compatibility with your existing security stack before deciding.

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