Kuldeep Paul

Kuldeep Paul

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

Agent Mode: Autonomous MCP Tool Execution with Bifrost

Agent Mode: Autonomous MCP Tool Execution with Bifrost

Bifrost Agent Mode enables autonomous tool execution in an MCP gateway, running approved tool calls automatically with configurable, per-tool auto-approval. By default, an MCP gateway returns an LLM's tool calls to the application, which decides what runs and when. Agent Mode changes that by enabling autonomous

Bifrost Cluster Mode: High Availability for Enterprise AI Deployments

Bifrost Cluster Mode: High Availability for Enterprise AI Deployments

Bifrost cluster mode runs multiple replicas with gossip-based state sync, automatic failover, and zero-downtime deployments for enterprise high availability. Cluster mode runs multiple gateway replicas as a single coordinated unit, sharing rate limits, budget counters, and governance state across every node so a fleet of instances behaves consistently

Preventing LLM Cost Overruns in Production with Bifrost

Preventing LLM Cost Overruns in Production with Bifrost

Bifrost prevents LLM cost overruns in production with gateway-level budget enforcement, semantic caching, and token reduction, before spend happens. LLM cost overruns in production happen when token spend grows faster than the controls meant to contain it. A single uncapped API key, a retry loop that fans out across

Deploy a High-Throughput AI Gateway on Kubernetes

Deploy a High-Throughput AI Gateway on Kubernetes

Deploy a high-throughput AI gateway on Kubernetes with Bifrost: Helm install, cluster mode, autoscaling, and enterprise governance for high-concurrency LLM traffic. Enterprise AI traffic arrives in bursts of thousands of concurrent requests per second, and a gateway that adds even a few milliseconds of overhead per request compounds

Shadow AI in Enterprises: Risks, Governance, and Security

Shadow AI in Enterprises: Risks, Governance, and Security

Shadow AI is the unsanctioned use of AI tools inside enterprises. Learn how it emerged, the risks it creates, and how AI governance and security contain it. Shadow AI is the use of AI tools, models, and applications by employees without the knowledge, approval, or oversight of IT and security

Route Claude Code Through Groq Using Bifrost

Route Claude Code Through Groq Using Bifrost

Bifrost is an open-source AI gateway that lets you redirect Claude Code traffic to any provider, including Groq, without changing how Claude Code itself works. This guide walks through the complete setup. Claude Code connects to Anthropic's API by default and uses Claude models exclusively. For most

Route Claude Code Through Google Gemini Models Using Bifrost

Route Claude Code Through Google Gemini Models Using Bifrost

Bifrost is an open-source AI gateway that lets you route Claude Code sessions through Google Gemini models with a single environment variable change and zero code modifications. Claude Code is a terminal-based coding agent that communicates exclusively with Anthropic's API by default. For engineering teams running