AI Gateway

Complete Guide to LLM Logging, OTEL Tracing, and Observability in Bifrost

Complete Guide to LLM Logging, OTEL Tracing, and Observability in Bifrost

Learn how Bifrost delivers LLM observability with built-in logging, native OpenTelemetry (OTEL) tracing, Prometheus metrics, and multi-backend support. LLM observability has become a non-negotiable requirement for any team running AI workloads in production. Once requests start fanning out across multiple providers, models, and teams, the inputs, outputs,

Top 5 Semantic Routing Platforms for LLM Applications

Top 5 Semantic Routing Platforms for LLM Applications

Compare the top 5 semantic routing platforms for production LLM applications on intent classification, semantic caching, and multi-provider support. Semantic routing platforms have become essential infrastructure for any team running large language models at production scale. Sending every prompt to a single frontier model is expensive, slow, and unnecessary:

Using Bedrock, Vertex, Gemini, and Anthropic AI Models Through Bifrost

Using Bedrock, Vertex, Gemini, and Anthropic AI Models Through Bifrost

Route AWS Bedrock, Google Vertex AI, Gemini, and Anthropic through one OpenAI-compatible API with Bifrost. Unified auth, failover, and governance. Enterprise AI teams rarely run a single model from a single provider. A typical production stack pulls Claude from AWS Bedrock for one set of workloads, Gemini from Google

Managing Virtual Keys and Budgets in Bifrost: A Complete Guide

Managing Virtual Keys and Budgets in Bifrost: A Complete Guide

Learn how virtual keys and budgets in Bifrost give platform teams hierarchical cost control, rate limits, and access governance across every LLM provider. Enterprise AI spending is now the fastest-growing line item in most engineering budgets, but the controls around it have not caught up. Gartner forecasts global AI

Deploying Bifrost on Kubernetes with Helm: Best Practices and Common Pitfalls

Deploying Bifrost on Kubernetes with Helm: Best Practices and Common Pitfalls

Deploy Bifrost on Kubernetes with Helm using production-tested best practices, configuration patterns, and fixes for the most common deployment pitfalls. Teams adopting AI gateways at scale need a reproducible, declarative way to ship infrastructure into Kubernetes. The official chart makes it possible to deploy Bifrost on Kubernetes with Helm

Qwen-Coder vs Gemini 2.5 Pro Pricing for Long-Context Refactoring

Qwen-Coder vs Gemini 2.5 Pro Pricing for Long-Context Refactoring

Compare Qwen-Coder vs Gemini 2.5 Pro pricing for long-context refactoring, with worked cost examples at 50K, 200K, 500K, and 1M tokens. Refactoring at the repository level forces a hard pricing question: when an agent has to load 200K, 500K, or close to 1M tokens of code into

Claude Code for Regulated Industries: VPC and Audit Logs

Claude Code for Regulated Industries: VPC and Audit Logs

Deploy Claude Code for regulated industries with in-VPC isolation, immutable audit logs, and compliance patterns for SOC 2, HIPAA, GDPR, and ISO 27001. Claude Code for regulated industries is the most demanding deployment pattern in the AI coding agent space. The tool reads entire repositories, executes shell commands, edits