Kuldeep Paul

Kuldeep Paul

Agentic AI | LLM | Product Management | Product Marketing | Data Science | SaaS

Route Claude Code Through Azure Using Bifrost

Route Claude Code Through Azure Using Bifrost

Bifrost is an open-source AI gateway that lets teams point Claude Code at Azure-hosted models with a single environment variable change, adding governance, observability, and provider flexibility on top. Many enterprise engineering teams run Azure OpenAI Service for compliance, data residency, and procurement reasons. Claude Code, by default,

Claude Code Governance: Securing Agent Access with an AI Gateway

Claude Code Governance: Securing Agent Access with an AI Gateway

Claude Code governance starts at the gateway. Bifrost secures agent access with virtual keys, credential isolation, MCP tool filtering, and immutable audit logs. Claude Code authenticates with a raw provider API key, reads entire repositories, runs shell commands, and calls external MCP tools from a single terminal session. When every

5 Security Risks of Ungoverned MCP Server Access

5 Security Risks of Ungoverned MCP Server Access

Bifrost governs MCP server access with deny-by-default tool filtering, guardrails, and audit logs. Five security risks of ungoverned MCP server access. Connecting an AI agent directly to MCP servers without a governance layer exposes every tool, credential, and downstream system to whatever instructions reach the model. Bifrost, the

Top 5 MCP Gateway Tools for Governing MCP Server Access

Top 5 MCP Gateway Tools for Governing MCP Server Access

Bifrost leads this comparison of the top MCP gateway tools for governing MCP server access. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. An MCP gateway is a control plane that sits between AI agents and the

Top 5 AI Governance Platforms for Enterprise LLM Deployments

Top 5 AI Governance Platforms for Enterprise LLM Deployments

The top AI governance platforms for enterprise LLM deployments in 2026, compared on runtime enforcement, access control, and compliance. Bifrost is the best choice for enterprises running mission-critical AI workloads. Enterprise AI usage now spans dozens of teams, hundreds of API keys, and multiple LLM providers, often with no

Classic MCP vs Code Mode: Saving Token Costs at Scale

Classic MCP vs Code Mode: Saving Token Costs at Scale

Classic MCP loads every tool definition into context per request. Code Mode in Bifrost cuts input tokens by up to 92.8% across many connected MCP servers. When an AI agent connects to 8 to 10 Model Context Protocol servers, every request can carry 150 or more tool definitions in

Governing AI Coding Agents: Secure Claude Code and Codex Enterprise Rollouts

Governing AI Coding Agents: Secure Claude Code and Codex Enterprise Rollouts

Bifrost is the open-source AI gateway for governing AI coding agents. Securely roll out Claude Code and Codex with virtual keys, guardrails, and audit logs. Most engineering organizations now run AI coding agents like Claude Code and Codex CLI in daily development, and research from Black Duck found that