Kuldeep Paul

Kuldeep Paul

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

Top Model Routing Tools for Enterprises in 2026

Top Model Routing Tools for Enterprises in 2026

Enterprises running several LLMs need a routing layer that decides which model and provider serve each request. This guide compares six model routing tools across AI gateways, cloud-native routers, and open-source learned routers.

Choosing an AI Gateway for Claude Code: Complete Guide

Choosing an AI Gateway for Claude Code: Complete Guide

A guide to choosing an AI gateway for Claude Code: six evaluation criteria, per-developer budgets, the configuration, and the defaults Claude Code changes when ANTHROPIC_BASE_URL points at a gateway.

Tackle LLM Rate Limits and Outages with an AI Gateway

Tackle LLM Rate Limits and Outages with an AI Gateway

Rate limits and outages produce the same failed request but need different handling. This guide covers the failure modes, three architectural patterns, how to design a fallback chain that holds up, and what to monitor during an incident.

Why MCP Needs a Governance Layer: Access Control, Audit, and Cost

Why MCP Needs a Governance Layer: Access Control, Audit, and Cost

MCP adoption has outpaced the infrastructure needed to govern it. An MCP governance layer decides which tools each agent can call, who called them, what was returned, and what it cost. This guide covers tool-level access control, the two log types compliance needs, and where token cost actually goes

Code Execution with MCP: How Code Mode Cuts Agent Token Costs by 90%+

Code Execution with MCP: How Code Mode Cuts Agent Token Costs by 90%+

Code execution with MCP has the model write one Python script that calls many tools in a sandbox. Bifrost Code Mode cut input tokens by up to 92.8% at 508 tools with a 100% pass rate.

What is an AI Gateway? Architecture, Features, and Why It Matters

What is an AI Gateway? Architecture, Features, and Why It Matters

An AI gateway sits between your applications and every model provider, unifying routing, governance, observability, and security. Learn the architecture, the six steps a request passes through, how it differs from API, LLM, and MCP gateways, and what to check when choosing one.

Best LLM Guardrails Platform in 2026

Best LLM Guardrails Platform in 2026

This post defines the criteria that matter, shows how Bifrost meets each one, and walks through rules, profiles, redaction, streaming, MCP coverage, and audit.