Awesome Reviewers expert instructions

domains / llm-infra

LLM Serving & Gateways

Inference servers, model gateways and routers, KV caching, retrieval and ingestion pipelines.

335 instructions
15 repositories
last update
download all 335 as one file raw access
  • looplj/axonhub Security Go
    raw open
  • maximhq/bifrost Concurrency Go
    raw open
  • maximhq/bifrost Database Go
    raw open
  • maximhq/bifrost Null Handling Go
    raw open
  • looplj/axonhub Error Handling Go
    raw open
  • maximhq/bifrost Security Go
    raw open
  • maximhq/bifrost Testing Go
    raw open
  • maximhq/bifrost Null Handling Json
    raw open
  • maximhq/bifrost React TSX
    raw open
  • maximhq/bifrost Naming Conventions Go
    raw open
  • maximhq/bifrost Concurrency TypeScript
    raw open
  • maximhq/bifrost Testing TypeScript
    raw open
  • maximhq/bifrost Caching TypeScript
    raw open
  • diegosouzapw/OmniRoute Null Handling TSX
    raw open
  • maximhq/bifrost Performance Optimization Go
    raw open
  • maximhq/bifrost Algorithms Go
    raw open
  • maximhq/bifrost Migrations Go
    raw open
  • looplj/axonhub Algorithms Go
    raw open
  • maximhq/bifrost API Go
    raw open
  • maximhq/bifrost Security TSX
    raw open
  • looplj/axonhub Configurations Go
    raw open
  • maximhq/bifrost Error Handling Json
    raw open
  • maximhq/bifrost Security Json
    raw open
  • maximhq/bifrost Caching Go
    raw open
  • diegosouzapw/OmniRoute Testing TSX
    raw open
  • diegosouzapw/OmniRoute Error Handling TypeScript
    raw open
  • looplj/axonhub Caching Go
    raw open
  • maximhq/bifrost Logging Go
    raw open
  • looplj/axonhub API Go
    raw open
  • maximhq/bifrost Error Handling Shell
    raw open
  • maximhq/bifrost Documentation Other
    raw open
  • maximhq/bifrost Security Other
    raw open
  • diegosouzapw/OmniRoute Configurations TypeScript
    raw open
  • maximhq/bifrost API TSX
    raw open
  • maximhq/bifrost Null Handling Yaml
    raw open
  • diegosouzapw/OmniRoute Performance Optimization TypeScript
    raw open
  • diegosouzapw/OmniRoute Concurrency TypeScript
    raw open
  • diegosouzapw/OmniRoute Null Handling TypeScript
    raw open
  • diegosouzapw/OmniRoute API TypeScript
    raw open
  • diegosouzapw/OmniRoute Testing TypeScript
    raw open
  • maximhq/bifrost Security Shell
    raw open
  • maximhq/bifrost Error Handling Go
    raw open
  • maximhq/bifrost Configurations Json
    raw open
  • maximhq/bifrost API Json
    raw open
  • maximhq/bifrost Error Handling Other
    raw open
  • maximhq/bifrost Code Style TSX
    raw open
  • diegosouzapw/OmniRoute Database TypeScript
    raw open
  • maximhq/bifrost Code Style Go
    raw open
  • diegosouzapw/OmniRoute Networking TypeScript
    raw open
  • decolua/9router Error Handling JavaScript
    raw open
  • maximhq/bifrost Security Yaml
    raw open
  • maximhq/bifrost Security Dockerfile
    raw open
  • diegosouzapw/OmniRoute Caching TypeScript
    raw open
  • diegosouzapw/OmniRoute Algorithms TypeScript
    raw open
  • looplj/axonhub Performance Optimization Go
    raw open
  • decolua/9router Security JavaScript
    raw open
  • maximhq/bifrost Naming Conventions TSX
    raw open
  • diegosouzapw/OmniRoute Configurations Other
    raw open
  • maximhq/bifrost Concurrency JavaScript
    raw open
  • diegosouzapw/OmniRoute Security TypeScript
    raw open
  • diegosouzapw/OmniRoute Security TSX
    raw open
  • diegosouzapw/OmniRoute Algorithms Json
    raw open
  • diegosouzapw/OmniRoute Security Dockerfile
    raw open
  • looplj/axonhub API TSX
    raw open
  • diegosouzapw/OmniRoute Configurations TSX
    raw open
  • diegosouzapw/OmniRoute Code Style TypeScript
    raw open
  • infiniflow/ragflow Networking Go
    raw open
  • infiniflow/ragflow Error Handling Go
    raw open
  • diegosouzapw/OmniRoute API TSX
    raw open
  • infiniflow/ragflow API Json
    raw open
  • infiniflow/ragflow Performance Optimization Python
    raw open
  • diegosouzapw/OmniRoute Security Other
    raw open
  • infiniflow/ragflow Security Python
    raw open
  • infiniflow/ragflow Security TSX
    raw open
  • infiniflow/ragflow Testing Python
    raw open
  • infiniflow/ragflow Null Handling Python
    raw open
  • infiniflow/ragflow Algorithms Python
    raw open
  • infiniflow/ragflow Error Handling Python
    raw open
  • infiniflow/ragflow Naming Conventions Python
    raw open
  • infiniflow/ragflow Code Style Python
    raw open
  • infiniflow/ragflow Code Style TSX
    raw open
  • infiniflow/ragflow API TypeScript
    raw open
  • infiniflow/ragflow API Python
    raw open
  • infiniflow/ragflow Naming Conventions TypeScript
    raw open
  • infiniflow/ragflow Configurations Python
    raw open
  • infiniflow/ragflow Configurations Other
    raw open
  • looplj/axonhub Null Handling Go
    raw open
  • infiniflow/ragflow Concurrency Python
    raw open
  • diegosouzapw/OmniRoute Code Style TSX
    raw open
  • diegosouzapw/OmniRoute Security JavaScript
    raw open
  • looplj/axonhub Code Style Go
    raw open
  • looplj/axonhub Caching TSX
    raw open
  • infiniflow/ragflow API Markdown
    raw open
  • looplj/axonhub AI Go
    raw open
  • infiniflow/ragflow AI Python
    raw open
  • infiniflow/ragflow Database Python
    raw open
  • infiniflow/ragflow React TSX
    raw open
  • infiniflow/ragflow Configurations Toml
    raw open
  • infiniflow/ragflow Naming Conventions Markdown
    raw open
  • infiniflow/ragflow Documentation Markdown
    raw open
  • infiniflow/ragflow Documentation Other
    raw open
  • infiniflow/ragflow Naming Conventions TSX
    raw open
  • infiniflow/ragflow Security Yaml
    raw open
  • infiniflow/ragflow Configurations Yaml
    raw open
  • infiniflow/ragflow Configurations Markdown
    raw open
  • microsoft/markitdown Error Handling Python
    raw open
  • langgenius/dify Algorithms Python
    raw open
  • langgenius/dify Naming Conventions Python
    raw open
  • infiniflow/ragflow AI Other
    raw open
  • langgenius/dify Documentation TSX
    raw open
  • langgenius/dify Null Handling TSX
    raw open
  • langgenius/dify Concurrency Python
    raw open
  • langgenius/dify Testing Yaml
    raw open
  • langgenius/dify Naming Conventions TSX
    raw open
  • langgenius/dify Error Handling TSX
    raw open
  • langgenius/dify Error Handling Python
    raw open
  • langgenius/dify Database Python
    raw open
  • langgenius/dify Null Handling Python
    raw open
  • BerriAI/litellm Testing Python
    raw open
  • BerriAI/litellm Null Handling Python
    raw open
  • BerriAI/litellm Configurations Python
    raw open
  • BerriAI/litellm API Python
    raw open
  • langgenius/dify Celery Python
    raw open
  • sgl-project/sglang AI Python
    raw open
  • sgl-project/sglang Performance Optimization Python
    raw open
  • sgl-project/sglang Code Style Python
    raw open
  • sgl-project/sglang Algorithms Python
    raw open
  • sgl-project/sglang Null Handling Python
    raw open
  • BerriAI/litellm Code Style Python
    raw open
  • sgl-project/sglang Caching Python
    raw open
  • langgenius/dify Configurations Yaml
    raw open
  • sgl-project/sglang Configurations Python
    raw open
  • langgenius/dify API TypeScript
    raw open
  • sgl-project/sglang Error Handling Python
    raw open
  • langgenius/dify Configurations Python
    raw open
  • langgenius/dify Logging Python
    raw open
  • BerriAI/litellm Error Handling Python
    raw open
  • langgenius/dify Naming Conventions TypeScript
    raw open
  • sgl-project/sglang Naming Conventions Python
    raw open
  • langgenius/dify Configurations Json
    raw open
  • sgl-project/sglang API Python
    raw open
  • sgl-project/sglang Pytorch Python
    raw open
  • BerriAI/litellm AI Markdown
    raw open
  • BerriAI/litellm API Markdown
    raw open
  • sgl-project/sglang Concurrency Python
    raw open
  • BerriAI/litellm Configurations Markdown
    raw open
  • BerriAI/litellm AI Json
    raw open
  • sgl-project/sglang AI Markdown
    raw open
  • sgl-project/sglang Code Style CUDA
    raw open
  • menloresearch/jan AI Other
    raw open
  • menloresearch/jan Documentation Other
    raw open
  • BerriAI/litellm Performance Optimization Python
    raw open
  • BerriAI/litellm Security Yaml
    raw open
  • menloresearch/jan Error Handling TypeScript
    raw open
  • langgenius/dify API Python
    raw open
  • menloresearch/jan Error Handling TSX
    raw open
  • LMCache/LMCache Code Style Python
    raw open
  • BerriAI/litellm Configurations Toml
    raw open
  • BerriAI/litellm Database Python
    raw open
  • LMCache/LMCache Performance Optimization Python
    raw open
  • LMCache/LMCache Networking Python
    raw open
  • ggml-org/llama.cpp Algorithms CUDA
    raw open
  • ggml-org/llama.cpp Code Style C++
    raw open
  • ggml-org/llama.cpp AI Python
    raw open
  • ggml-org/llama.cpp Error Handling C++
    raw open
  • LMCache/LMCache Algorithms Python
    raw open
  • ggml-org/llama.cpp Naming Conventions C++
    raw open
  • ggml-org/llama.cpp AI Markdown
    raw open
  • sgl-project/sglang AI Other
    raw open
  • ggml-org/llama.cpp AI C++
    raw open
  • LMCache/LMCache Caching Python
    raw open
  • LMCache/LMCache AI Python
    raw open
  • Unstructured-IO/unstructured Error Handling Python
    raw open
  • ggml-org/llama.cpp Testing C++
    raw open
  • ggml-org/llama.cpp Performance Optimization Objective-C
    raw open
  • ggml-org/llama.cpp Performance Optimization CUDA
    raw open
  • BerriAI/litellm Security Python
    raw open
  • sgl-project/sglang AI Toml
    raw open
  • BerriAI/litellm Configurations Txt
    raw open
  • ggml-org/llama.cpp Naming Conventions CUDA
    raw open
  • ggml-org/llama.cpp Documentation Markdown
    raw open
  • menloresearch/jan Code Style TypeScript
    raw open
  • LMCache/LMCache Configurations Python
    raw open
  • ggml-org/llama.cpp Code Style CUDA
    raw open
  • microsoft/markitdown Code Style Python
    raw open
  • sgl-project/sglang AI Dockerfile
    raw open
  • Unstructured-IO/unstructured Null Handling Python
    raw open
  • LMCache/LMCache Naming Conventions Python
    raw open
  • ggml-org/llama.cpp Naming Conventions Other
    raw open
  • ggml-org/llama.cpp Performance Optimization C++
    raw open
  • ggml-org/llama.cpp Configurations C++
    raw open
  • LMCache/LMCache Concurrency Python
    raw open
  • BerriAI/litellm Logging Python
    raw open
  • ggml-org/llama.cpp Algorithms C++
    raw open
  • ggml-org/llama.cpp AI Other
    raw open
  • langgenius/dify Security Python
    raw open
  • ggml-org/llama.cpp Code Style Other
    raw open
  • ggml-org/llama.cpp Null Handling C++
    raw open
  • ggml-org/llama.cpp Algorithms Other
    raw open
  • ggml-org/llama.cpp Performance Optimization Other
    raw open
  • ggml-org/llama.cpp API C++
    raw open
  • ggml-org/llama.cpp Naming Conventions Python
    raw open
  • ggml-org/llama.cpp Naming Conventions Markdown
    raw open
  • BerriAI/litellm Observability Markdown
    raw open
  • ggml-org/llama.cpp Algorithms Python
    raw open
  • ggml-org/llama.cpp Configurations Python
    raw open
  • ggml-org/llama.cpp Code Style Objective-C
    raw open
  • vllm-project/vllm Error Handling Python
    raw open
  • vllm-project/vllm Performance Optimization Python
    raw open
  • vllm-project/vllm Logging Python
    raw open
  • vllm-project/vllm Naming Conventions Python
    raw open
  • vllm-project/vllm AI Markdown
    raw open
  • vllm-project/vllm Configurations Other
    raw open
  • vllm-project/vllm Code Style Python
    raw open
  • vllm-project/vllm Documentation Python
    raw open
  • vllm-project/vllm AI Python
    raw open
  • vllm-project/vllm Null Handling Python
    raw open
  • vllm-project/vllm Configurations Python
    raw open
  • vllm-project/vllm Documentation Markdown
    raw open
  • vllm-project/vllm API Python
    raw open
  • vllm-project/vllm Algorithms Python
    raw open
  • ggml-org/llama.cpp Performance Optimization Python
    raw open
  • vllm-project/vllm Code Style Css
    raw open
  • vllm-project/vllm Performance Optimization CUDA
    raw open
  • vllm-project/vllm Security Python
    raw open
  • vllm-project/vllm Code Style CUDA
    raw open
  • BerriAI/litellm CI/CD Yaml
    raw open
  • vllm-project/vllm Naming Conventions Other
    raw open
  • LMCache/LMCache Null Handling Python
    raw open
  • ggml-org/llama.cpp API Other
    raw open
  • vllm-project/vllm AI Other
    raw open
  • BerriAI/litellm Naming Conventions Python
    raw open
  • ggml-org/llama.cpp Algorithms C
    raw open
  • vllm-project/vllm Concurrency Python
    raw open
  • BerriAI/litellm Documentation Markdown
    raw open
  • vllm-project/vllm Pytorch Python
    raw open
  • LMCache/LMCache CI/CD Shell
    raw open
  • menloresearch/jan Networking TypeScript
    raw open
  • langgenius/dify Configurations Other
    raw open
  • langgenius/dify Code Style TSX
    raw open
  • ggml-org/llama.cpp Configurations Txt
    raw open
  • LMCache/LMCache Error Handling Python
    raw open
  • infiniflow/ragflow Security Markdown
    raw open
  • ggml-org/llama.cpp Configurations Other
    raw open
  • BerriAI/litellm Concurrency Python
    raw open
  • Unstructured-IO/unstructured Code Style Python
    raw open
  • BerriAI/litellm AI Python
    raw open
  • ollama/ollama Naming Conventions Go
    raw open
  • ollama/ollama Documentation Go
    raw open
  • ollama/ollama Code Style Go
    raw open
  • LMCache/LMCache Database Python
    raw open
  • ollama/ollama Null Handling C++
    raw open
  • ollama/ollama Performance Optimization C++
    raw open
  • langgenius/dify Configurations Shell
    raw open
  • LMCache/LMCache Configurations Shell
    raw open
  • LMCache/LMCache AI Shell
    raw open
  • ollama/ollama Error Handling Go
    raw open
  • BerriAI/litellm Naming Conventions Markdown
    raw open
  • ollama/ollama Null Handling Go
    raw open
  • BerriAI/litellm Security Prisma
    raw open
  • ollama/ollama Performance Optimization Go
    raw open
  • ollama/ollama Testing Go
    raw open
  • ollama/ollama Concurrency Go
    raw open
  • ollama/ollama AI Other
    raw open
  • langgenius/dify CI/CD Yaml
    raw open
  • langgenius/dify AI Python
    raw open
  • langgenius/dify Code Style Python
    raw open
  • ollama/ollama Configurations Go
    raw open
  • ollama/ollama Configurations Markdown
    raw open
  • ollama/ollama API Go
    raw open
  • ollama/ollama Code Style Other
    raw open
  • ollama/ollama Algorithms Go
    raw open
  • microsoft/markitdown Documentation Python
    raw open
  • ollama/ollama AI Markdown
    raw open
  • ollama/ollama AI C++
    raw open
  • microsoft/markitdown Null Handling Python
    raw open
  • microsoft/markitdown API Python
    raw open
  • ollama/ollama Networking Go
    raw open
  • ollama/ollama AI Shell
    raw open
  • ollama/ollama Security Go
    raw open
  • ollama/ollama AI Go
    raw open
  • microsoft/markitdown Documentation Markdown
    raw open
  • ollama/ollama Configurations Dockerfile
    raw open
  • Unstructured-IO/unstructured Naming Conventions Python
    raw open
  • Unstructured-IO/unstructured Algorithms Python
    raw open
  • ollama/ollama Configurations Shell
    raw open
  • langgenius/dify AI Yaml
    raw open
  • ollama/ollama Naming Conventions Other
    raw open
  • microsoft/markitdown Concurrency Python
    raw open
  • Unstructured-IO/unstructured Documentation Python
    raw open
  • LMCache/LMCache Configurations Markdown
    raw open
  • menloresearch/jan Configurations Json
    raw open
  • Unstructured-IO/unstructured Performance Optimization Python
    raw open
  • Unstructured-IO/unstructured Configurations Python
    raw open
  • Unstructured-IO/unstructured Configurations Dockerfile
    raw open
  • microsoft/markitdown Configurations Other
    raw open
  • microsoft/markitdown Configurations Json
    raw open
  • langgenius/dify React TSX
    raw open
  • Unstructured-IO/unstructured API Python
    raw open
  • Unstructured-IO/unstructured Naming Conventions Json
    raw open
  • Unstructured-IO/unstructured Documentation Markdown
    raw open
  • menloresearch/jan Security Markdown
    raw open
  • Unstructured-IO/unstructured Configurations Shell
    raw open
  • menloresearch/jan AI TSX
    raw open
  • Unstructured-IO/unstructured Configurations Markdown
    raw open
  • Unstructured-IO/unstructured Naming Conventions Markdown
    raw open
  • Unstructured-IO/unstructured Naming Conventions Other
    raw open
  • menloresearch/jan Configurations TSX
    raw open
  • Unstructured-IO/unstructured Configurations Other
    raw open
  • ollama/ollama Documentation Markdown
    raw open
  • menloresearch/jan Naming Conventions TypeScript
    raw open
  • Unstructured-IO/unstructured Database Python
    raw open
  • Unstructured-IO/unstructured Code Style Shell
    raw open
  • Unstructured-IO/unstructured Security Python
    raw open
  • Unstructured-IO/unstructured Configurations Txt
    raw open
  • Unstructured-IO/unstructured Configurations Toml
    raw open
  • Unstructured-IO/unstructured API Shell
    raw open
  • Unstructured-IO/unstructured Testing Python
    raw open
  • menloresearch/jan AI Json
    raw open
  • Unstructured-IO/unstructured AI Shell
    raw open
  • Unstructured-IO/unstructured Code Style Other
    raw open
  • menloresearch/jan API Other
    raw open
  • menloresearch/jan API TypeScript
    raw open
  • Unstructured-IO/unstructured Security Other
    raw open
  • menloresearch/jan Concurrency TypeScript
    raw open
  • Unstructured-IO/unstructured API Other
    raw open
  • menloresearch/jan AI TypeScript
    raw open
  • menloresearch/jan Logging TypeScript
    raw open
  • menloresearch/jan Configurations JavaScript
    raw open
  • menloresearch/jan Documentation Markdown
    raw open
  • menloresearch/jan Configurations Markdown
    raw open
  • menloresearch/jan Configurations TypeScript
    raw open
  • menloresearch/jan AI Markdown
    raw open
  • menloresearch/jan CI/CD Json
    raw open
  • menloresearch/jan Code Style TSX
    raw open