Match the project to your task before installing it.
Software Development & Delivery 路 Preview
openlit
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 馃殌馃捇 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.
Best fitUsers who want source-backed project understanding before installing it.
Check whether this project matches your task before installing it.
What it can doprompt, recipe, host_instruction, eval, preflightReview the portable capability path.
Before continuingVerify in a sandboxDo not treat a preview pack as a proven local install.
GitHub snapshot2.4k stars276 forks 路 69 contributors
Preview status 路 2026-05-16
What is openlit?
- Related topics: Quick Start Guide, System Architecture
- Best fit: Users who want source-backed project understanding before installing it.
- Capability added to an AI workflow: prompt, recipe, host_instruction, eval, preflight
- Evidence base: https://github.com/openlit/openlit, https://github.com/openlit/openlit, https://github.com/openlit/openlit#readme
- Preview pages are noindex until English quality, canonical, and citation gates pass.
- openlit still needs sandbox verification before production use.
01
Quick decision
Use this section to decide whether the project is worth a deeper read.Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 馃殌馃捇 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.
2.4k stars 路 276 forks
02
What it can do
Translate the upstream project into concrete capabilities the user can judge before installing.OpenLIT Overview
Related topics: Quick Start Guide, System Architecture
Sources: [src/client/src/app/(playground)/getting-started/page.tsx:127]()
Quick Start Guide
Related topics: Python SDK Architecture
Sources: [src/client/src/app/(playground)/getting-started/page.tsx:50-55]()
System Architecture
Related topics: Data Flow and Management, Python SDK Architecture
Sources: [src/client/src/app/(playground)/getting-started/page.tsx:73-74]()
Data Flow and Management
Related topics: System Architecture, Python SDK Architecture
Source: https://github.com/openlit/openlit / Human Manual
Python SDK Architecture
Related topics: TypeScript SDK Architecture, Go SDK Architecture, LLM and Framework Integrations
Sources: [sdk/python/src/openlit/instrumentation/claude_agent_sdk/__init__.py:1-15]()
Sources: https://github.com/openlit/openlit, Human Manual, Project Pack evidence, and downstream validation signals.
03
Community Discussion Evidence
Project-level external discussion stays visible on the detail page, not only inside the manual.Community Discussion Evidence
11 source-linked itemsReview these external discussions before using openlit with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.
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01
Proposal: gen_ai.agent.threat_detected span event helper for OTel-shaped
github / github_issue
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02
[Bug]: Docker Image doesn't run on windows 64bit
github / github_issue
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03
Bug: OpenAI API key in operator example test-application is not using OP
github / github_issue
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04
Integration: Governance and compliance signals for LLM observability
github / github_issue
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05
openlit-1.20.0
github / github_release
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06
controller-0.2.0
github / github_release
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07
openlit-1.19.1
github / github_release
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08
controller-0.1.0
github / github_release
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09
openlit-1.19.0
github / github_release
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10
py-1.41.2
github / github_release
- 11
04
How to start
Only source-backed commands are shown here. Verify them in an isolated environment first.Try the prompt first
Test the workflow without installing the upstream project.
previewRead the Human Manual
Understand inputs, outputs, limits, and failure modes.
manualTake context to your AI host
Use the compiled assets in your preferred AI environment.
contextRun sandbox verification
Confirm install commands and rollback before using a primary environment.
verifypip install openlitOfficial start command 路 https://github.com/openlit/openlit#readme 路 verified: yes
05
Human Manual
The English page must expose the real manual, not a short placeholder.8+ sections 路 Human Manual
openlit Manual
Related topics: Quick Start Guide, System Architecture
Open the full manual- openlit Human Manual
- Table of Contents
- OpenLIT Overview
- Related Pages
- What is OpenLIT?
- Key Features
- Architecture Overview
- SDK Support
OpenLIT Overview
Related topics: Quick Start Guide, System Architecture
Sources: [src/client/src/app/(playground)/getting-started/page.tsx:127]()
Quick Start Guide
Related topics: Python SDK Architecture
Sources: [src/client/src/app/(playground)/getting-started/page.tsx:50-55]()
System Architecture
Related topics: Data Flow and Management, Python SDK Architecture
Sources: [src/client/src/app/(playground)/getting-started/page.tsx:73-74]()
Data Flow and Management
Related topics: System Architecture, Python SDK Architecture
Source: https://github.com/openlit/openlit / Human Manual
Python SDK Architecture
Related topics: TypeScript SDK Architecture, Go SDK Architecture, LLM and Framework Integrations
Sources: [sdk/python/src/openlit/instrumentation/claude_agent_sdk/__init__.py:1-15]()
06
AI Context Pack and portable assets
After deciding to continue, take the project context into your own AI host.Complete pack plus user-owned assets
These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.
07
Preflight checks
Treat this preview as a planning asset, not proof that your local environment is ready.- The manual is generated from source-linked project files and Doramagic validation signals.
- Community evidence warnings stay visible instead of being converted into marketing claims.
- The preview remains noindex until English quality and reciprocal indexing gates are explicitly opened.
- Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.
08
Pitfall Log and verification risks
Doramagic surfaces high-risk items before users treat a candidate capability as verified.Review upstream issue
The source signal needs review before production use.
Review upstream issue
The source signal needs review before production use.
Review upstream issue
The source signal needs review before production use.
Review upstream issue
The source signal needs review before production use.
Review upstream issue
The source signal needs review before production use.
Review upstream issue
The source signal needs review before production use.
Review upstream issue
README/documentation is current enough for a first validation pass.
Review upstream issue
The source signal needs review before production use.