Claude Code + Bifrost | Enterprise LLM Gateway for Claude Code

Performance at a Glance

Mean Latency

11µs Gateway overhead per request

Throughput

5K RPS Requests per second sustained

Faster

50x Than Python-based gateways

Providers

25+ Model APIs supported

Pain Points

• No cost visibility. Teams using Claude Code directly do not get centralized request logs, token attribution, or team-level spend controls.
• Single provider dependency. A direct Claude Code setup depends on one provider path. Bifrost adds multi-provider routing and fallback policies behind the same developer workflow.
• No guardrails at scale. Developer prompts and generated code can include sensitive context. Central guardrails help enforce PII redaction and content policies before requests reach models.
• Limited observability. Without a gateway, platform teams cannot consistently trace Claude Code requests by user, team, route, model, token count, and latency.

Core Features

• LLM cost control + budgetsCost management and optimization. Track LLM spend per request with breakdowns by provider, model, team, and developer. Virtual keys enforce team-level budgets. Semantic caching reduces costs on repeat queries.
• 99.999% uptime targetMulti-provider routing with failover. Automatic failover across Anthropic, AWS Bedrock, and Google Vertex AI when rate limits or outages hit. Adaptive load balancing keeps throughput stable even under heavy load.
• AWS Bedrock + Azure AIGuardrails and governance. Enforce content policies, PII redaction, and safety checks before requests reach the model. Role-based access controls and rate limits per team provide fine-grained LLM governance across the organization.
• 11µs @ 5K RPSReduce latency, high throughput. Built in Go for production workloads. Bifrost adds only 11µs mean overhead at 5,000 requests per second, making it 50x faster than Python-based gateways. Coding workflows stay fast at scale.
• OTEL nativeCentralized LLM API observability. Every Claude Code request is logged with full metadata including user, team, provider, route, token count, and latency. Filter and export through the dashboard or push to any observability stack via OpenTelemetry.
• Vault + SSO readyCentralized credential management. API keys for all providers live in one place. Integrate with HashiCorp Vault for secure key storage or manage them directly in Bifrost. SSO support for Google, GitHub, and enterprise identity providers.

Setup Steps

1. 01Deploy Bifrost. Bifrost runs as a standalone Go service. Teams deploy it in-VPC or via managed hosting. No agent installation on developer machines.

   # pull and start bifrost
   docker pull bifrost-gateway
   docker run -p 8080:8080 bifrost

2. 02Point Claude Code at it. Developers set one environment variable. Claude Code sends all requests through Bifrost without any code changes or plugin installation.

   export ANTHROPIC_BASE_URL="http://localhost:8080"
   # that's it - claude code just works

3. 03Configure from the dashboard. Set team budgets, apply guardrails, configure provider fallbacks, and view real-time analytics, all from Bifrost's web interface. No code required.

   # dashboard available at
   localhost:8080/logs
   # virtual keys, budgets, guardrails

Enterprise Features

• Automatic failovers. Requests reroute seamlessly when a provider fails or hits rate limits.
• Adaptive load balancing. Traffic distributes intelligently based on real-time health signals.
• Semantic caching. Repeat or near-identical queries resolve instantly, cutting costs and reducing latency.
• Virtual keys & budgets. Create separate virtual API keys for each team with independent limits.
• Access profiles. Reusable policies for models, budgets, rate limits, and MCP access.
• User provisioning. SCIM and OIDC from Okta, Microsoft Entra, and other identity providers.
• Guardrails. Enforce content policies, PII redaction, and safety checks.
• Audit logs. Complete, tamper-evident record of every request for compliance.
• Vault support. API keys stored in HashiCorp Vault, never touch developer machines.
• Cluster mode. Horizontal scaling with zero downtime across multiple nodes.
• Code Mode (MCP). AI generates Python to orchestrate multiple MCP tools in one execution.
• Alerts. Threshold-based alerts for cost overruns, rate limits, and errors.
• MCP Gateway. Inject filesystem tools, database connectors, and custom integrations.
• Virtual MCPs. Curated tool sets per team, assigned by key, profile, or project.

Comparison Data

Native MCP Tool Support for Agentic Workflows

Bifrost connects Claude Code to filesystem tools, databases, web search, and custom integrations via Model Context Protocol without modifying the Claude Code client or adding configuration steps on the developer side.

• Multi-provider development. Teams test code across Claude Sonnet, GPT-4, and Gemini from the same Claude Code workspace. Model performance and cost comparisons happen in real time inside Bifrost's dashboard.
• Agentic coding pipelines. Claude Code combines with MCP-connected tools for database queries, API testing, deployment scripts, and custom integrations all routed and monitored through a single gateway.
• Semantic caching at scale. Repeat or near-identical queries across developers resolve instantly from cache. Teams running large codebases see cost savings on common operations like code explanations and documentation generation.

Use Cases

• Enterprise cost management. Platform teams set department-level budgets for Claude Code usage. Real-time cost tracking surfaces which teams, projects, or developers are driving LLM spend. Automated alerts fire when budgets approach limits.
• Multi-model testing and comparison. Engineering teams route the same Claude Code workflow through Claude Sonnet, GPT-4, and Gemini to compare code quality, latency, and cost. Bifrost logs performance metrics for each provider.
• Regulatory compliance and governance. Organizations in healthcare, finance, or government use Bifrost's guardrails to enforce PII redaction and content policies. Audit logs provide tamper-evident records for SOC 2, HIPAA, and GDPR compliance.
• High-availability production deployments. Teams running Claude Code at scale rely on Bifrost's automatic failover and load balancing to maintain 99.999% uptime. When Anthropic hits rate limits, requests automatically route to Bedrock or Vertex AI.
• Startups scaling AI development. Early-stage teams use Bifrost's LLM gateway to experiment with multiple providers without vendor lock-in. Semantic caching cuts costs and latency during rapid prototyping.
• Agentic coding with MCP tools. Developers connect Claude Code to databases, APIs, and deployment pipelines via MCP. Bifrost handles tool injection transparently, enabling automated database migrations and cloud deployment scripts.

Governance Features

• Role-based access control. Define teams, roles, and environment-specific access at the organization level. Developers, platform engineers, and finance teams each get appropriate visibility and control.
• Comprehensive audit trails. Every request, policy enforcement action, and configuration change is logged with full context. Export audit trails to your SIEM or compliance platform.
• Content filtering and PII redaction. Bifrost's guardrails detect and redact sensitive information like SSNs, credit card numbers, and API keys before requests reach the model.
• In-VPC deployment. Deploy Bifrost entirely within your VPC for maximum security and data control. All LLM requests stay within your network perimeter.

Compliance Badges

• Audited quarterlySOC 2 Type II. Compliance signal for audit-ready enterprise deployments.
• EU data residencyGDPR. Data protection signal for privacy and residency reviews.
• BAA availableHIPAA. Healthcare compliance signal for protected health information workflows.
• CertifiedISO 27001. Security management signal for enterprise risk reviews.

Open Source & Enterprise

FAQ

Related resources

• [Source: Claude Code]
• [Docs: Bifrost docs]
• [GitHub: maximhq/bifrost]
• [Pricing: Bifrost pricing]
• [Enterprise: Bifrost enterprise]
• [Book a Demo: Bifrost demo]
• [Resources: Bifrost resources]