Kuldeep Paul

Kuldeep Paul

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

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

Reducing LLM Costs in Production: The Complete Guide

Reducing LLM Costs in Production: The Complete Guide

Reduce LLM costs in production with Bifrost: semantic caching, model routing, Code Mode, and hierarchical budget governance, enforced at the gateway layer. Enterprise spending on LLM APIs more than doubled in six months, rising from $3.5 billion in late 2024 to $8.4 billion by mid-2025, according to

Route Claude Code Through AWS Bedrock Using Bifrost

Route Claude Code Through AWS Bedrock Using Bifrost

Bifrost is an open-source AI gateway that routes Claude Code traffic through AWS Bedrock with SigV4 authentication, model aliasing, and enterprise governance built in. This guide covers setup end to end. Claude Code connects to Anthropic's API by default, but many engineering teams need their AI coding

The Best Kong AI Gateway Alternative in 2026

The Best Kong AI Gateway Alternative in 2026

Bifrost is the best Kong AI Gateway alternative: an open-source AI gateway built in Go for production LLM and agent traffic. It is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Engineering teams evaluating a Kong AI Gateway

Open WebUI with Bifrost: One Gateway for Every Model

Open WebUI with Bifrost: One Gateway for Every Model

Run Bifrost as the AI gateway behind Open WebUI. Connecting Open WebUI with Bifrost reaches any model through one OpenAI-compatible endpoint, with governance. Open WebUI connects to any OpenAI-compatible API endpoint, which makes it a practical front end for a self-hosted, ChatGPT-style chat experience. The friction

Top 5 Multi-Provider AI Gateways in 2026

Top 5 Multi-Provider AI Gateways in 2026

Compare the top multi-provider AI gateways in 2026 for routing, failover, governance, and production performance. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Production AI applications in 2026 rarely depend on a single model or a