Kamya Shah

Kamya Shah

5 Tools for Reducing LLM API Costs in Production (2026)

5 Tools for Reducing LLM API Costs in Production (2026)

Compare five tools that reduce LLM API costs in production: gateway-level semantic caching, provider-native prompt caching, and intelligent model routing. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. LLM API spending at scale is driven

Keep Your App Running When Anthropic Goes Down

Keep Your App Running When Anthropic Goes Down

Anthropic API outages are a recurring production risk. Bifrost routes Claude traffic through automatic failover chains across Anthropic, AWS Bedrock, and Google Vertex AI so your application keeps serving requests when the primary endpoint fails. Anthropic's official status page recorded multiple incidents in May and June 2026 alone,

5 Tools for Rate Limiting LLM APIs at Scale

5 Tools for Rate Limiting LLM APIs at Scale

Compare five tools for rate limiting LLM APIs in production. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Rate limiting LLM APIs is a two-sided problem. Provider-imposed ceilings on requests per minute (RPM) and tokens

Top 5 Ways to Govern LLM Access with Virtual Keys in Bifrost

Top 5 Ways to Govern LLM Access with Virtual Keys in Bifrost

Bifrost, the open-source AI gateway, lets platform teams enforce LLM access policies at the gateway layer using virtual keys: scoped credentials that carry budgets, rate limits, model allowlists, and MCP tool filters without touching application code. Most engineering organizations running AI workloads share provider API keys across teams, services,

Top 5 MCP Gateways for Production in 2026

Top 5 MCP Gateways for Production in 2026

Compare the top MCP gateways for production AI agents in 2026. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. The Model Context Protocol (MCP), introduced by Anthropic in late 2024, has become the default standard for connecting

Top 5 MCP Gateways in 2026: A Production-Ready Comparison

Budget and Rate Limit Architecture for Multi-Tenant LLM Platforms

Bifrost implements a four-tier hierarchical budget and rate-limit system that gives platform teams precise cost isolation and traffic governance across every tenant, team, and provider. Multi-tenant LLM platforms share infrastructure across many consumers, which means a single design decision about budget scoping or rate limit granularity propagates

What Is LLM Governance? A Framework for Platform Engineers in 2026

What Is LLM Governance? A Framework for Platform Engineers in 2026

LLM governance is the set of technical controls that determine who can call which models, what they can spend, what content is permitted, and what audit evidence the organization can produce. Bifrost enforces all four dimensions at the gateway layer, so platform teams don't need to rebuild these