llmops instructions

53 tagged llmops, measured the same way as everything else here.

Browse within: ai-gateway 11llms 7openai 7observability 5

litellm AGENTS.md

01

BerriAI/litellm

Instructions file CodexOpenCode

AGENTS.md instructions for BerriAI/litellm, a project described as: The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM].

58k yesterday A 10 tokens

litellm CLAUDE.md

02

BerriAI/litellm

Instructions file

Claude Code instructions for BerriAI/litellm, covering think before coding and simplicity first.

58k yesterday C 3,510 tokens

litellm GEMINI.md

03

BerriAI/litellm

Instructions file Gemini CLI

Gemini CLI instructions for BerriAI/litellm, a project described as: The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM].

58k yesterday A 10 tokens

langfuse AGENTS.md

04

langfuse/langfuse

Instructions file CodexOpenCode

AGENTS.md instructions for langfuse/langfuse, a project described as: πŸͺ’ Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23.

34k yesterday A 6 tokens

langfuse CLAUDE.md

05

langfuse/langfuse

Instructions file

Claude Code instructions for langfuse/langfuse, a project described as: πŸͺ’ Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23.

34k yesterday A 3 tokens

promptfoo AGENTS.md

06

promptfoo/promptfoo

Instructions file CodexOpenCode

Instructions for promptfoo/promptfoo, covering agents.md, project overview, project structure, build commands and core commands.

25k yesterday A 5,275 tokens original MIT

promptfoo CLAUDE.md

07

promptfoo/promptfoo

Instructions file

Instructions for promptfoo/promptfoo, a project described as: Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

25k yesterday A 5 tokens copy Β· 100% MIT

gateway CLAUDE.md

08

Portkey-AI/gateway

Instructions file

Instructions for Portkey-AI/gateway, covering claude.md, project overview, development commands, core development and testing.

13k 3mo ago A 844 tokens original MIT

traceloop/openllmetry

Instructions file

Instructions for traceloop/openllmetry, covering openllmetry repository guide, repository structure, nx workspace commands, run tests across all packages and run linting across all packages.

7.4k 22d ago A 636 tokens original Apache-2.0

GoogleCloudPlatform/agent-starter-pack

Instructions file Gemini CLI

Instructions for GoogleCloudPlatform/agent-starter-pack, covering agent starter pack - ai coding agent guide, core principles for ai agents, project architecture overview, 4-layer template system and key directory structure.

6.5k 1mo ago A 5,853 tokens original Apache-2.0

trulens AGENTS.md

11

truera/trulens

Instructions file CodexOpenCode

Instructions for truera/trulens, covering agents.md, setup commands, code style, testing instructions and test markers.

3.5k 3d ago A 2,825 tokens original MIT

openlit AGENTS.md

12

openlit/openlit

Instructions file CodexOpenCode

Instructions for openlit/openlit, covering openlit agent rules, ce/oss boundary, extension points, project hierarchy and ui and security.

2.7k 3d ago A 817 tokens original Apache-2.0

openlit CLAUDE.md

13

openlit/openlit

Instructions file

Instructions for openlit/openlit, a project described as: Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. πŸš€πŸ’» Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

2.7k 3d ago A 12 tokens original Apache-2.0

mcp-router/mcp-router

Instructions file

Claude Code instructions for mcp-router/mcp-router, a project described as: A Unified MCP Server Management App (MCP Manager).

2.1k 28d ago A 515 tokens

paddler CLAUDE.md

15

intentee/paddler

Instructions file

Instructions for intentee/paddler: When working with this codebase, prioritize readability over cleverness. Ask clarifying questions before making architectural changes.

1.7k 1mo ago A 103 tokens original Apache-2.0

Arize-ai/openinference

Instructions file CodexOpenCode

Instructions for Arize-ai/openinference, covering claude.md, repository overview, repository structure, essential commands by language and python.

1.2k 2d ago A 1,064 tokens original Apache-2.0

Arize-ai/openinference

Instructions file

Instructions for Arize-ai/openinference, a project described as: OpenTelemetry Instrumentation for AI Observability.

1.2k 2d ago A 3 tokens copy Β· 100% Apache-2.0

gateway AGENTS.md

18

adaline/gateway

Instructions file CodexOpenCode

Instructions for adaline/gateway, covering agents.md, stack, working agreement, repository map and commands.

605 1mo ago A 502 tokens original MIT

gateway CLAUDE.md

19

adaline/gateway

Instructions file

Instructions for adaline/gateway, covering claude.md - adaline gateway, project overview, tech stack, repository structure and common commands.

605 1mo ago A 1,196 tokens original MIT

synalinks AGENTS.md

20

SynaLinks/synalinks

Instructions file CodexOpenCode

Instructions for SynaLinks/synalinks, covering agents.md, project overview, development commands, install dependencies and run tests with coverage.

455 yesterday A 810 tokens original Apache-2.0

synalinks CLAUDE.md

21

SynaLinks/synalinks

Instructions file

Instructions for SynaLinks/synalinks, covering claude.md, project overview, development commands, install dependencies and run tests with coverage.

455 yesterday A 804 tokens copy Β· 89% Apache-2.0

nexus AGENTS.md

22

Nexus-Router/nexus

Instructions file CodexOpenCode

AGENTS.md instructions for Nexus-Router/nexus, a project described as: Govern & Secure your AI.

435 5mo ago A 4 tokens copy Β· 100% MPL-2.0

nexus CLAUDE.md

23

Nexus-Router/nexus

Instructions file

Claude Code instructions for Nexus-Router/nexus, covering llm code editing guidelines for nexus, commit messages, domain context, key technologies and rust coding guidelines.

435 5mo ago A 5,592 tokens original MPL-2.0

rhesis AGENTS.md

24

rhesis-ai/rhesis

Instructions file CodexOpenCode

AGENTS.md instructions for rhesis-ai/rhesis, covering rhesis project rules, answering, code comments, technology stack and python imports.

391 3d ago A 1,484 tokens