Kuldeep Paul

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 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

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 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

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