{"data":{"slug":"flyteorg-flyte","name":"flyte","tagline":"Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.","github_url":"https://github.com/flyteorg/flyte","owner":"flyteorg","repo":"flyte","owner_avatar_url":"https://avatars.githubusercontent.com/u/35380635?v=4","primary_language":"Go","stars":7132,"forks":845,"topics":["agentic","ai-agents","ai-development-tools","data-analysis","data-science","declarative","fine-tuning","flyte","golang","grpc","hacktoberfest","kubernetes","llm","machine-learning","mlops","orchestration-engine","production","python","scale","workflow"],"archived":false,"github_pushed_at":"2026-07-11T02:18:54+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/flyteorg-flyte","markdown_url":"https://www.graphcanon.com/tools/flyteorg-flyte.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/flyteorg-flyte","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=flyteorg-flyte","description":"Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.","homepage_url":"https://flyte.org","license":"Apache-2.0","open_issues":205,"watchers":249,"ai_summary":"Flyte is an open-source platform for orchestrating data, machine learning models, and computations in a flexible and scalable manner, enabling the development of robust AI workflows.","readme_excerpt":null,"github_created_at":"2019-10-21T17:40:04+00:00","created_at":"2026-07-11T11:37:15.260757+00:00","updated_at":"2026-07-12T02:02:30.905779+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":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"},{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"}],"tags":[{"slug":"flyte","name":"flyte"},{"slug":"fine-tuning","name":"fine-tuning"},{"slug":"grpc","name":"grpc"},{"slug":"data-analysis","name":"data-analysis"},{"slug":"agentic","name":"agentic"},{"slug":"ai-development-tools","name":"ai-development-tools"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"golang","name":"golang"}],"trust":{"provenance":{"is_fork":false,"github_id":216628419,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T11:37:16.051Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":null,"days_since_push":0,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:37:16.653Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T22:59:59.787Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-07-11T22:59:59.787Z","managed_saas":false},"languages":{"value":["go"],"source":"github.language","observed_at":"2026-07-11T22:59:59.787Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-07-11T22:59:59.787Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T22:59:59.787Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["You need robust orchestration for deploying machine learning pipelines in production environments with dynamic scaling.","Your team prefers working with Go (Golang) and GRPC, giving you better integration capabilities within this ecosystem."],"when_not_to_use":["If your organization strictly uses Python-based environments without plans to integrate Go or GRPC, Flyte's utility may be diminished.","For smaller-scale projects that do not require high levels of scalability or complexity in orchestration, using Flyte might introduce unnecessary overhead."],"source":"enrich:decision_facts","observed_at":"2026-07-11T23:00:18.920Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Flyte is ideal for organizations that require a scalable and resilient environment to manage complex AI workflows involving data, models, and computations."}]}}