Kuldeep Paul

Kuldeep Paul

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

Top AI Gateway Platforms with Automatic Failover in 2026

Top AI Gateway Platforms with Automatic Failover in 2026

Compare the top AI gateway platforms with automatic failover for production LLM workloads, covering performance, governance, and multi-provider routing. Production AI applications now depend on multiple LLM providers running in parallel, and a single provider outage can take down an entire user-facing feature. Choosing an AI gateway with automatic failover

Failover Routing Strategies for LLMs in Enterprise AI Applications

Failover Routing Strategies for LLMs in Enterprise AI Applications

Failover routing strategies for LLMs keep enterprise AI online during provider outages. Compare patterns, trade-offs, and how Bifrost implements them. Failover routing strategies for LLMs have become a baseline requirement for any enterprise AI application running in production. LLM provider outages are no longer rare events: IsDown's December

What Is an MCP Gateway? A Guide for Production AI Agents

What Is an MCP Gateway? A Guide for Production AI Agents

An MCP gateway centralizes tool discovery, access control, and execution for AI agents using Model Context Protocol. Learn how it works and why it matters in 2026. An MCP gateway is a centralized infrastructure layer that sits between AI agent clients and the Model Context Protocol (MCP) servers they connect

AI Governance Best Practices for Enterprise Teams

AI Governance Best Practices for Enterprise Teams

A practical guide to AI governance best practices for enterprise teams, covering policy, controls, infrastructure, and continuous oversight at scale. AI governance best practices for enterprise teams have moved from aspirational guidance to operational necessity. With the EU AI Act imposing obligations on high-risk AI systems, the NIST AI Risk

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 is the control plane between applications and LLM providers, unifying routing, governance, observability, and security for production AI workloads. An AI gateway is the infrastructure layer that sits between AI-powered applications and the large language model (LLM) providers, model APIs, and tool servers they depend on. As

Bring Your Own Model to Claude Code: A Setup Guide for Engineering Teams

Bring Your Own Model to Claude Code: A Setup Guide for Engineering Teams

Bring your own model to Claude Code with Bifrost. A complete setup guide covering routing, governance, observability, and team rollout patterns. Engineering teams adopting Claude Code want the agentic coding workflow without the constraint of a single provider. The phrase "bring your own model to Claude Code" captures

Top 5 Platforms for Safety and Reliability in AI Applications

Top 5 Platforms for Safety and Reliability in AI Applications

Compare the top AI safety and reliability platforms for production AI applications. See how Maxim AI, Langfuse, Arize, Galileo, and LangSmith stack up. AI safety and reliability platforms have become non-negotiable infrastructure for teams shipping production AI applications. As agentic systems take on autonomous decision-making in customer support, financial services,