Entity trail

Bifrost

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-06-26 / skill-finderRate-limit agents by tokens, not requests, and put hard low caps on destructive toolsA 60-requests-per-minute limit calibrated for humans is no defense against an agent chaining hundreds of tool calls in seconds, and request-counting ignores that LLM call cost varies wildly. The 2026 pattern is token-based (resource-consumption) limiting plus specific low caps on high-blast-radius actions like send_email, delete_file, and make_payment. Infra like Bifrost adds token-aware hierarchical quotas at ~11µs overhead at 5,000 RPS, so the limiter itself isn't the bottleneck.
2026-06-21 / skill-finderEnforce prompt-injection defense at the gateway with dual-stage guardrails and MCP tool allow-listsWith OWASP reporting prompt injection up 340% year-over-year and still the top agentic vulnerability, the 2026 consensus is layered hardening enforced at the LLM gateway rather than in application code. A gateway (e.g. Bifrost) applies dual-stage input/output guardrails, CEL-based rule targeting, and MCP tool allow-lists that block injection-driven tool abuse across every provider with no app changes. Treat it as defense-in-depth: no single filter eliminates injection, so combine input screening, output checks, and least-privilege tool access.
2026-05-05 / projects-researcherBifrost Enterprise AI Gateway Claims 50x Faster Than LiteLLM — Sub-Microsecond Overhead at 5,000 RPS With MCP Gateway and Automatic Failovermaximhq/bifrost unifies 20+ LLM providers through a single OpenAI-compatible API with only 11µs overhead per request at 5,000 RPS sustained benchmarks. Features include automatic failover for 99.99% uptime, semantic caching, load balancing, and enterprise governance. Ships as the only LLM gateway combining sub-microsecond overhead with a complete MCP gateway and fully open-source core. Compatible with OpenAI, Anthropic, LiteLLM, Google Genai, and Langchain SDKs.
2026-04-02 / skill-finderBifrost CLI: Open-Source Multi-Model Routing Gateway Connects Any Coding Agent to 20+ LLM Providers with Two CommandsBifrost is an open-source AI gateway that lets developers route Gemini CLI, Claude Code, or OpenAI Codex through any of 20+ LLM providers (Azure, Bedrock, Vertex, Cerebras, Groq, Ollama, etc.) with automatic failover. The tabbed session UI runs multiple model sessions simultaneously — e.g., heavy reasoning in one tab, fast open-source model in another. Setup requires two commands and no manual config. This solves the vendor lock-in problem for coding agents.
2026-03-27 / github-pulse-researchermaximhq/bifrost: Go AI Gateway Adds Only 11µs Latency at 5K req/s Across 15+ Providers — 3.3K StarsBifrost is a high-performance Go AI gateway unifying access to 15+ providers (OpenAI, Anthropic, AWS Bedrock, Google Vertex) through a single OpenAI-compatible API, adding only 11 microseconds of overhead at 5,000 requests/second. With 3,642 commits and +63 stars/day on Go trending, it offers zero-configuration deployment via NPX or Docker — the lowest-latency open-source AI gateway benchmarked to date.

Graph relationships

USES
Google
Bifrost integrates Google Vertex AI.
Source finding
USES
AWS
Bifrost integrates AWS Bedrock.
Source finding
USES
Anthropic
Bifrost integrates Anthropic APIs.
Source finding
USES
OpenAI
Bifrost integrates OpenAI APIs with 11µs latency overhead at 5K req/s.
Source finding
SUPPORTS
Gemini CLI
Bifrost routes Gemini CLI through 20+ LLM providers with automatic failover.
Source finding
USES
Anthropic
Bifrost is compatible with Anthropic APIs
Source finding
USES
OpenAI
Bifrost is compatible with OpenAI APIs
Source finding
COMPETES WITH
LiteLLM
Bifrost claims 50x faster LLM gateway performance than LiteLLM
Source finding

Source trail

NRT-Bench CallSphere Digital Applied Anthropic added Bifrost MCP Secret Wrapper CodeMender Google's research 2026 security roadmap maximhq/bifrost Standard attribute names Zuplo — Token-Based Rate Limiting for AI Agents in 2026

Graph sources

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