## Metadata - Author: [[max-halford|Max Halford]] - Full Title:: Sh*t Flows Downhill, but Not at Carbonfact - Category:: #🗞️Articles - URL:: https://maxhalford.github.io/blog/shit-flows-downhill-but-not-at-carbonfact/ - Finished date:: [[2024-03-02]] ## Highlights > We do things differently at [Carbonfact](https://www.carbonfact.com/). Both the engineering and data teams consume the analytics warehouse – which is BigQuery. Carbonfact’s main piece of software is a platform our customers access. All the stuff customers see comes from the analytics warehouse, not the production database. That’s right: our analytics warehouse is customer-facing. Both our clients and our internal teams look at the same data. Having everyone’s eyes on a single source of truth makes it easier to spot issues. ([View Highlight](https://read.readwise.io/read/01hqzv4afh6rqwph910yvk38mj))