https://github.com/mizcausevic-dev/snowflake-cost-governance-studio
Snowflake operator surface for warehouse cost governance, query hotspots, tagging hygiene, telemetry drift, and optimization sequencing.
https://github.com/mizcausevic-dev/snowflake-cost-governance-studio
chargeback cost-governance data-platform finops query-governance snowflake typescript warehouse-analytics
Last synced: 18 days ago
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Snowflake operator surface for warehouse cost governance, query hotspots, tagging hygiene, telemetry drift, and optimization sequencing.
- Host: GitHub
- URL: https://github.com/mizcausevic-dev/snowflake-cost-governance-studio
- Owner: mizcausevic-dev
- License: agpl-3.0
- Created: 2026-05-28T00:55:52.000Z (22 days ago)
- Default Branch: main
- Last Pushed: 2026-05-28T03:36:10.000Z (22 days ago)
- Last Synced: 2026-05-28T04:23:18.019Z (22 days ago)
- Topics: chargeback, cost-governance, data-platform, finops, query-governance, snowflake, typescript, warehouse-analytics
- Language: TypeScript
- Homepage: https://warehouse.kineticgain.com/
- Size: 498 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 10
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
Awesome Lists containing this project
README
# snowflake-cost-governance-studio
[](https://github.com/mizcausevic-dev/snowflake-cost-governance-studio/actions/workflows/ci.yml)
[](https://github.com/mizcausevic-dev/snowflake-cost-governance-studio/actions/workflows/pages.yml)
Operator control plane for Snowflake warehouse cost posture, query hotspots, tag-coverage drift, telemetry gaps, storage bloat, and optimization sequencing.
## Production status
| Aspect | Status |
|--------|--------|
| Deploy | Static prerender -> **https://warehouse.kineticgain.com/** |
| Data posture | Synthetic warehouse-spend and optimization-export samples only; no tenant identifiers, account locators, or live usage data are committed |
## Why this matters
- Snowflake spend gets dangerous when warehouse spikes, idle compute, and hotspot queries stay trapped in raw usage exports instead of one operator-readable surface.
- Recruiters looking for `Snowflake / FinOps / warehouse cost / data platform` proof should see a real operator dashboard, not a keyword page.
- This repo turns Snowflake usage and optimization drift into a control plane for compute containment, chargeback hygiene, telemetry continuity, and warehouse-rightsizing posture.
## Why this matters (KG Embedded tie-back)
This 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.
## What it shows
- `warehouse-lane` visibility for compute spikes, idle warehouses, chargeback hygiene, and telemetry continuity
- `query-risks` detection for hotspot workloads, stale snapshots, storage bloat, missing tags, and optimization windows
- `optimization-posture` packets that tie owner, blocker, timing, and completeness together
- offline-safe analysis of captured Snowflake usage exports
- recruiter-facing Snowflake / FinOps / data-platform proof that complements the Microsoft, AWS, GCP, and reporting lanes
## Routes
- `/`
- `/warehouse-lane`
- `/query-risks`
- `/optimization-posture`
- `/verification`
- `/docs`
## API
- `/api/dashboard/summary`
- `/api/warehouse-lane`
- `/api/query-risks`
- `/api/optimization-posture`
- `/api/verification`
- `/api/sample`
## Screenshots
## CLI
```powershell
npx snowflake-cost-governance fixtures/snowflake-cost-hotspots.json `
--format markdown `
--fail-on-high
```
## Validation
- `npm run verify`
- `npm run prerender`
- `npm run render:assets`
## Local development
```powershell
cd snowflake-cost-governance-studio
npm install
npm run dev
```
Then open:
- [http://127.0.0.1:5523/](http://127.0.0.1:5523/)
- [http://127.0.0.1:5523/warehouse-lane](http://127.0.0.1:5523/warehouse-lane)
- [http://127.0.0.1:5523/query-risks](http://127.0.0.1:5523/query-risks)
- [http://127.0.0.1:5523/optimization-posture](http://127.0.0.1:5523/optimization-posture)
## Packaging
| Item | Value |
|---|---|
| License | `AGPL-3.0-or-later` |
| CNAME | `warehouse.kineticgain.com` |
| Live site | [https://warehouse.kineticgain.com/](https://warehouse.kineticgain.com/) |
| Deploy | Static prerender -> GitHub Pages |
## Docs
- [docs/KINETIC_GAIN_EMBEDDED.md](./docs/KINETIC_GAIN_EMBEDDED.md)
## Related
- [**`gcp-billing-anomaly-router`**](https://github.com/mizcausevic-dev/gcp-billing-anomaly-router) — GCP cost anomaly routing lane
- [**`regulatory-reporting-mart`**](https://github.com/mizcausevic-dev/regulatory-reporting-mart) — reporting and warehouse proof
- [**`capacity-optimizer-jl`**](https://github.com/mizcausevic-dev/capacity-optimizer-jl) — optimization and scenario planning
## Part of the Kinetic Gain Suite
Operator 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/).