{"id":48427476,"url":"https://github.com/ciro-maciel/spamguard-mlops","last_synced_at":"2026-04-06T09:34:01.740Z","repository":{"id":310660634,"uuid":"1040364307","full_name":"ciro-maciel/spamguard-mlops","owner":"ciro-maciel","description":"MLOps template with DVC for data versioning and MLflow for experiment tracking/model registry; train → metric‑gated promotion → serving, CI/CD, Docker/K8s.","archived":false,"fork":false,"pushed_at":"2025-08-19T14:13:50.000Z","size":29,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-19T14:35:05.421Z","etag":null,"topics":["ai","ai-engineering","ci-cd","docker","dvs","kubernetes","mlflow","mlops","process","software-engineering"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ciro-maciel.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-08-18T21:35:12.000Z","updated_at":"2025-08-19T14:24:31.000Z","dependencies_parsed_at":"2025-08-19T14:35:40.300Z","dependency_job_id":"25b437dc-d8df-4f94-91e4-ff699a371e40","html_url":"https://github.com/ciro-maciel/spamguard-mlops","commit_stats":null,"previous_names":["ciro-maciel/spamguard-mlops"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/ciro-maciel/spamguard-mlops","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ciro-maciel%2Fspamguard-mlops","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ciro-maciel%2Fspamguard-mlops/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ciro-maciel%2Fspamguard-mlops/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ciro-maciel%2Fspamguard-mlops/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ciro-maciel","download_url":"https://codeload.github.com/ciro-maciel/spamguard-mlops/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ciro-maciel%2Fspamguard-mlops/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31466629,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-06T08:36:52.050Z","status":"ssl_error","status_checked_at":"2026-04-06T08:36:51.267Z","response_time":112,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","ai-engineering","ci-cd","docker","dvs","kubernetes","mlflow","mlops","process","software-engineering"],"created_at":"2026-04-06T09:34:01.115Z","updated_at":"2026-04-06T09:34:01.733Z","avatar_url":"https://github.com/ciro-maciel.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SpamGuard MLOps — Landing\n\nThis repository highlights two complementary tracks of my MLOps skill set:\n\n- Concepts (baseline): principles, architecture decisions, and end-to-end flow.\n  Branch: mlops-concepts\n\n- Market tools: DVC (data versioning) + MLflow (experiment tracking/model registry),\n  hardened CI/CD and containerized deployment.\n  Branch: mlops-market-tools\n\nHow to use:\n\n- Read this overview and pick the track you’re interested in.\n- Each branch has its own README with Quickstart, decisions, and trade-offs.\n\nWhat you’ll see:\n\n- Train → metric-gated promotion → serving\n- Versioned artifacts, schema migrations (Drizzle/SQLite)\n- GitHub Actions CI/CD\n- Docker/Compose and K8s manifests (portability)\n- DVC and MLflow in the market-tools track\n\nQuick links:\n\n- Concepts: https://github.com/ciro-maciel/spamguard-mlops/tree/mlops-concepts\n- Market tools: https://github.com/ciro-maciel/spamguard-mlops/tree/mlops-market-tools\n\n## About this repository\n\nThis main branch is intentionally a minimal landing page. 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