{"data":{"slug":"vllora-vllora","name":"vllora","tagline":"Debugging tool for AI agents","github_url":"https://github.com/vllora/vllora","owner":"vllora","repo":"vllora","owner_avatar_url":"https://avatars.githubusercontent.com/u/240452051?v=4","primary_language":"Rust","stars":812,"forks":48,"topics":["agents","ai-agents","ai-gateway","anthropic","azure","claude","deepseek","gemini","google-adk","langchain","llm","llm-gateway","model-context-protocol","openai","router","rust-lang","tracing","vercelaisdk"],"archived":false,"github_pushed_at":"2026-06-30T12:18:48+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/vllora-vllora","markdown_url":"https://www.graphcanon.com/tools/vllora-vllora.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/vllora-vllora","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=vllora-vllora","description":"Debug your AI agents","homepage_url":"https://vllora.dev","license":"Other","open_issues":29,"watchers":8,"ai_summary":"A debugging utility for AI agents written in Rust.","readme_excerpt":"## Quick Start\n\nFirst, install [Homebrew](https://brew.sh) if you haven't already, then:\n\n```bash\nbrew tap vllora/vllora\nbrew install vllora\n```\n\n---\n\n## License\n\nvLLora is [fair-code](https://faircode.io/) distributed under the [Elastic License 2.0 (ELv2)](https://github.com/vllora/vllora/blob/main/LICENSE.md).\n\nThe inner package `llm` is distributed under the [Apache License 2.0](llm/LICENSE-APACHE).\n\nvLLora includes [Distri](https://distri.dev/) as an optional component for AI agent functionality. Distri is distributed under the [Elastic License 2.0 (ELv2)](https://github.com/distrihub/distri/blob/main/LICENSE) and is downloaded separately at runtime. Distri is a separate project maintained by [DistriHub](https://github.com/distrihub).\n\n- **Source Available**: Always visible vLLora source code\n- **Self-Hostable**: Deploy vLLora anywhere you need\n- **Extensible**: Add your own providers, tools, MCP servers, and custom functionality\n\nFor Enterprise License, contact us at [hello@vllora.dev](mailto:hello@vllora.dev).\n\nAdditional information about the license model can be found in the docs.","github_created_at":"2025-01-27T05:49:35+00:00","created_at":"2026-07-11T11:54:15.377878+00:00","updated_at":"2026-07-27T12:00:30.200528+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"agents","name":"agents"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"anthropic","name":"anthropic"},{"slug":"azure","name":"azure"},{"slug":"claude","name":"claude"},{"slug":"deepseek","name":"deepseek"},{"slug":"gemini","name":"gemini"},{"slug":"google-adk","name":"google-adk"}],"trust":{"provenance":{"is_fork":false,"github_id":922815783,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-27T12:00:29.359Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":26,"last_release_at":"2026-01-30T13:00:54Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:54:16.604Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-27T12:00:29.839Z"},"languages":{"value":["rust"],"source":"github.language","observed_at":"2026-07-27T12:00:29.839Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-07-27T12:00:29.839Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"unknown","summary":"Free to use but with potential constraints due to its non-standard licensing"},"requirements":{"notes":["- Require a working knowledge of Rust for effective implementation and support","- May need integration into specific AI agent environments like those by OpenAI or Azure depending on the project requirements"]},"constraints":{"pricing_model":"unknown"},"when_to_use":["- When you are developing AI agents and require detailed tracing and observability features","- If your project heavily integrates with APIs like OpenAI, Azure or Claude, as vllora has hooks for these services","- You prioritize performance and speed, given that it is written in Rust"],"when_not_to_use":["- When you prefer tools written in higher-level languages such as Python, if Rust does not align with your team's expertise","- If your debugging needs are simpler and do not require the specific observability features for AI agents provided by vllora","- In scenarios where real-time monitoring is not necessary or when only basic logging functionalities are required"],"source":"enrich:decision_facts","observed_at":"2026-07-16T22:23:43.143Z"},"constraint_facets":{"pricing_model":"unknown"},"decision_summary":[{"label":"Pricing","value":"unknown - Free to use but with potential constraints due to its non-standard licensing"},{"label":"Requirements","value":"- Require a working knowledge of Rust for effective implementation and support; - May need integration into specific AI agent environments like those by OpenAI or Azure depending on the project requirements"},{"label":"Adopt for","value":"Vllora is a debugging utility for AI agents written in Rust."},{"label":"License detail","value":"The license of vllora falls under an unspecified category outside of commonly recognized open-source licenses."}]}}