{"adoption": {"forks": 1233, "observed_at": "2026-08-28T04:06:50.880835+00:00", "stars": 2428}, "canonical_url": "https://ross.abutalabs.com/products/devops-the-hard-way-aws", "card": {"archived": false, "artifact_type": "learning-resource", "description": "This repository contains free labs for setting up an entire workflow and DevOps environment from a real-world perspective in AWS", "domain": ["cloud-computing", "infrastructure-as-code", "tutorials", "developer-tools"], "enriched": true, "function": ["infrastructure-as-code", "ci-cd", "container-orchestration", "monitoring", "testing", "deployment"], "health_score": 31, "homepage": null, "language": "HCL", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"], "name": "AdminTurnedDevOps/DevOps-The-Hard-Way-AWS", "platform": ["cloud", "python"], "pushed_at": "2025-04-27T15:08:31+00:00", "repo": "AdminTurnedDevOps/DevOps-The-Hard-Way-AWS", "stars": 2428, "tags": ["aws", "terraform", "eks", "docker", "kubernetes", "github-actions", "checkov", "labs", "tutorial", "observability", "devops", "containers"], "topics": [], "urls": [], "use_cases": ["learn devops on aws with hands-on labs", "set up a ci/cd pipeline with github actions for eks", "learn terraform for provisioning aws infrastructure", "containerize a python app and deploy to kubernetes", "practice devops workflows from a real-world scenario", "learn monitoring and observability for eks clusters", "test terraform code with checkov"], "what_it_is": "A free, real-world tutorial repository with labs for building a complete DevOps workflow on AWS, covering Terraform, Docker, Kubernetes (EKS), GitHub Actions CI/CD, and monitoring. It walks through modernizing a monolithic Python app deployment using cloud infrastructure and automation practices.", "when_to_avoid": ["you need production-ready infrastructure code rather than educational labs", "you use a cloud provider other than aws", "you want a quick reference or tool rather than a guided tutorial"], "when_to_choose": ["you want a free, end-to-end, scenario-based devops tutorial on aws", "you are transitioning from sysadmin or manual deployments to modern devops practices", "you want hands-on labs covering terraform, docker, eks, and github actions together"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/devops-the-hard-way-aws", "repo": "AdminTurnedDevOps/DevOps-The-Hard-Way-AWS", "role": "main", "score": 40}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:50.880835+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:31:32.739951+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8a9fcf1320bdd489757080fa6db8567770f6d0fa288f2a95894d981ecd5806c9", "fetched_at": "2026-08-28T04:06:50.880835+00:00", "kind": "readme", "missing": false, "url": "https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 18, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1935, "days_push": 493, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 40, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}