{"id":50453986,"url":"https://github.com/mizcausevic-dev/snowflake-cost-governance-studio","last_synced_at":"2026-06-01T01:05:31.477Z","repository":{"id":360834458,"uuid":"1251845390","full_name":"mizcausevic-dev/snowflake-cost-governance-studio","owner":"mizcausevic-dev","description":"Snowflake operator surface for warehouse cost governance, query hotspots, tagging hygiene, telemetry drift, and optimization sequencing.","archived":false,"fork":false,"pushed_at":"2026-05-28T03:36:10.000Z","size":510,"stargazers_count":0,"open_issues_count":10,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-28T04:23:18.019Z","etag":null,"topics":["chargeback","cost-governance","data-platform","finops","query-governance","snowflake","typescript","warehouse-analytics"],"latest_commit_sha":null,"homepage":"https://warehouse.kineticgain.com/","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mizcausevic-dev.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-05-28T00:55:52.000Z","updated_at":"2026-05-28T03:36:14.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/mizcausevic-dev/snowflake-cost-governance-studio","commit_stats":null,"previous_names":["mizcausevic-dev/snowflake-cost-governance-studio"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/mizcausevic-dev/snowflake-cost-governance-studio","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsnowflake-cost-governance-studio","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsnowflake-cost-governance-studio/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsnowflake-cost-governance-studio/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsnowflake-cost-governance-studio/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mizcausevic-dev","download_url":"https://codeload.github.com/mizcausevic-dev/snowflake-cost-governance-studio/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mizcausevic-dev%2Fsnowflake-cost-governance-studio/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33755379,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-31T02:00:06.040Z","response_time":95,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["chargeback","cost-governance","data-platform","finops","query-governance","snowflake","typescript","warehouse-analytics"],"created_at":"2026-06-01T01:05:31.372Z","updated_at":"2026-06-01T01:05:31.469Z","avatar_url":"https://github.com/mizcausevic-dev.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# snowflake-cost-governance-studio\n\n[![CI](https://github.com/mizcausevic-dev/snowflake-cost-governance-studio/actions/workflows/ci.yml/badge.svg)](https://github.com/mizcausevic-dev/snowflake-cost-governance-studio/actions/workflows/ci.yml)\n[![Deploy](https://github.com/mizcausevic-dev/snowflake-cost-governance-studio/actions/workflows/pages.yml/badge.svg)](https://github.com/mizcausevic-dev/snowflake-cost-governance-studio/actions/workflows/pages.yml)\n\nOperator control plane for Snowflake warehouse cost posture, query hotspots, tag-coverage drift, telemetry gaps, storage bloat, and optimization sequencing.\n\n## Production status\n\n| Aspect | Status |\n|--------|--------|\n| Deploy | Static prerender -\u003e **https://warehouse.kineticgain.com/** |\n| Data posture | Synthetic warehouse-spend and optimization-export samples only; no tenant identifiers, account locators, or live usage data are committed |\n\n## Why this matters\n\n- Snowflake spend gets dangerous when warehouse spikes, idle compute, and hotspot queries stay trapped in raw usage exports instead of one operator-readable surface.\n- Recruiters looking for `Snowflake / FinOps / warehouse cost / data platform` proof should see a real operator dashboard, not a keyword page.\n- This repo turns Snowflake usage and optimization drift into a control plane for compute containment, chargeback hygiene, telemetry continuity, and warehouse-rightsizing posture.\n\n## Why this matters (KG Embedded tie-back)\n\nThis repo demonstrates the warehouse-cost and optimization-control-plane primitive for Kinetic Gain Embedded: account snapshots, query-cost evidence, tagging hygiene, and optimization packets in one operator surface. Kinetic Gain Embedded extends this pattern into productized in-app dashboards where platform, FinOps, and finance teams need evidence-rich cost governance without exposing raw admin consoles or live warehouse credentials.\n\n## What it shows\n\n- `warehouse-lane` visibility for compute spikes, idle warehouses, chargeback hygiene, and telemetry continuity\n- `query-risks` detection for hotspot workloads, stale snapshots, storage bloat, missing tags, and optimization windows\n- `optimization-posture` packets that tie owner, blocker, timing, and completeness together\n- offline-safe analysis of captured Snowflake usage exports\n- recruiter-facing Snowflake / FinOps / data-platform proof that complements the Microsoft, AWS, GCP, and reporting lanes\n\n## Routes\n\n- `/`\n- `/warehouse-lane`\n- `/query-risks`\n- `/optimization-posture`\n- `/verification`\n- `/docs`\n\n## API\n\n- `/api/dashboard/summary`\n- `/api/warehouse-lane`\n- `/api/query-risks`\n- `/api/optimization-posture`\n- `/api/verification`\n- `/api/sample`\n\n## Screenshots\n\n![Overview proof](./screenshots/01-overview-proof.png)\n![Warehouse lane](./screenshots/02-warehouse-lane-proof.png)\n![Query risks](./screenshots/03-query-risks-proof.png)\n![Optimization posture](./screenshots/04-optimization-posture-proof.png)\n\n## CLI\n\n```powershell\nnpx snowflake-cost-governance fixtures/snowflake-cost-hotspots.json `\n  --format markdown `\n  --fail-on-high\n```\n\n## Validation\n\n- `npm run verify`\n- `npm run prerender`\n- `npm run render:assets`\n\n## Local development\n\n```powershell\ncd snowflake-cost-governance-studio\nnpm install\nnpm run dev\n```\n\nThen open:\n\n- [http://127.0.0.1:5523/](http://127.0.0.1:5523/)\n- [http://127.0.0.1:5523/warehouse-lane](http://127.0.0.1:5523/warehouse-lane)\n- [http://127.0.0.1:5523/query-risks](http://127.0.0.1:5523/query-risks)\n- [http://127.0.0.1:5523/optimization-posture](http://127.0.0.1:5523/optimization-posture)\n\n## Packaging\n\n| Item | Value |\n|---|---|\n| License | `AGPL-3.0-or-later` |\n| CNAME | `warehouse.kineticgain.com` |\n| Live site | [https://warehouse.kineticgain.com/](https://warehouse.kineticgain.com/) |\n| Deploy | Static prerender -\u003e GitHub Pages |\n\n## Docs\n\n- [docs/KINETIC_GAIN_EMBEDDED.md](./docs/KINETIC_GAIN_EMBEDDED.md)\n\n## Related\n\n- [**`gcp-billing-anomaly-router`**](https://github.com/mizcausevic-dev/gcp-billing-anomaly-router) — GCP cost anomaly routing lane\n- [**`regulatory-reporting-mart`**](https://github.com/mizcausevic-dev/regulatory-reporting-mart) — reporting and warehouse proof\n- [**`capacity-optimizer-jl`**](https://github.com/mizcausevic-dev/capacity-optimizer-jl) — optimization and scenario planning\n\n## Part of the Kinetic Gain Suite\n\nOperator surface in the [Kinetic Gain Suite](https://suite.kineticgain.com/) — a portfolio of buyer-readable control planes spanning security posture, compliance evidence, data-platform governance, FinOps, and operator workflows. See the suite index for related surfaces. Apex: [kineticgain.com](https://kineticgain.com/).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmizcausevic-dev%2Fsnowflake-cost-governance-studio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmizcausevic-dev%2Fsnowflake-cost-governance-studio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmizcausevic-dev%2Fsnowflake-cost-governance-studio/lists"}