Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

ai-gateway gateway gateway-services generative-ai guardrails llm llm-cost llm-gateway llm-observability llmops load-balancing mcp-client mcp-gateway mcp-server model-router token-management
54 Open Issues Need Help Last updated: Jul 2, 2026

Open Issues Need Help

View All on GitHub

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
feature good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
feature good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
feature good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue heimdal discord-created

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
feature good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue heimdal discord-created

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
feature good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
feature good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue ux-fail

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
[Feature]: Z.ai 5 months ago
feature good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue heimdal discord-created

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue heimdal discord-created

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue heimdal discord-created

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue heimdal discord-created

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

AI Summary: This issue proposes adding support for Anthropic Claude's new structured output feature, available for Sonnet 4.5 and Opus 4.1. The solution involves implementing this functionality in the Bedrock and Anthropic transports, leveraging the existing `json_schema` format similar to how Azure/OpenAI structured outputs are handled. This enhancement will require changes in both the HTTP transport and core Go logic.

Complexity: 3/5
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
Files API Support 8 months ago
good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue heimdal discord-created

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

AI Summary: This issue proposes enhancing the Bifrost system by including the number of retries attempted in both successful `BifrostResponse` objects and `BifrostError` objects. The goal is to provide users with visibility into how many retries occurred before a request was completed, whether successfully or with an error.

Complexity: 2/5
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
bug good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

AI Summary: The Logs UI currently lacks a filter for models, despite having filters for request types and providers. The proposed solution is to add a model filter by fetching a list of unique models from the database on page load and implementing the frontend logic, as the backend filtering capability for models already exists.

Complexity: 2/5
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

AI Summary: Refactor the Bifrost project to consolidate duplicated provider API schemas into a common location (`/core/schemas/api/`), replacing the use of `map[string]interface{}` with typed structs for improved performance, type safety, and maintainability. This involves moving existing structs, updating core providers and transport integrations, and ensuring all tests pass.

Complexity: 4/5
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management

AI Summary: Refactor the Bifrost project's HTTP transport to remove the nested `params` object from request bodies and move model parameters to the root level. This involves modifying the `CompletionRequest` struct, updating request parsing logic, documentation, and ensuring backward compatibility.

Complexity: 4/5
enhancement good first issue

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Go
#ai-gateway#gateway#gateway-services#generative-ai#guardrails#llm#llm-cost#llm-gateway#llm-observability#llmops#load-balancing#mcp-client#mcp-gateway#mcp-server#model-router#token-management