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1 | 1 | Use these tools to interact with dbt resources (typically via dbt Platform): |
2 | 2 |
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3 | 3 | - Understand how the project is structured: what exists in the environment, how objects depend on one another, and where to look when something looks wrong or slow. |
4 | | -- Reason over governed business meaning—named measures and breakdowns the project maintains—and answer questions with validated aggregates or the warehouse logic behind them when that helps. |
| 4 | +- Reason over governed business meaning -- named measures and breakdowns the project maintains -- and answer questions with validated aggregates or the warehouse logic behind them when that helps. |
5 | 5 | - Work with platform automation when available: see what runs on a schedule, inspect past outcomes, act on failures or reruns, and dig into logs and outputs. |
6 | 6 | - Assist with engineering work on dbt projects: take action on the project and reason about the underlying SQL. |
7 | 7 |
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8 | 8 | Example data-oriented questions (users may not use dbt vocabulary): |
9 | 9 |
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10 | | -- Revenue, ARR, bookings, pipeline, or quota: “how are we doing this quarter?”; “split it by region or product”; “this total doesn’t match finance.” |
11 | | -- Customers, users, signups, or retention: “how many active …?” “is churn getting worse?” “cohorts or segments—whatever we already track.” |
12 | | -- Orders, inventory, SKUs, or fulfillment: “what’s selling?” “stock or backorder questions” when they only describe the business problem. |
13 | | -- Funnel, marketing, or web activity: “conversion from visit to purchase” “campaign performance” with loose wording and no metric names. |
14 | | -- Trust and definitions: “where does this dashboard number come from?” “two reports disagree—help me find why” “what’s the official definition of …?” |
15 | | -- Quality and freshness: “is this table up to date?” “missing yesterday’s data” “something looks stale in our reporting.” |
16 | | -- Orchestration tied to data: “did last night’s refresh finish?” “prod load failed and Finance is blocked” without run or job IDs. |
17 | | -- Engineering on a dbt project: “help me with this model,” “what’s wrong with my project?” |
| 10 | +- Revenue, ARR, bookings, pipeline, or quota: "how are we doing this quarter?"; "split it by region or product"; "this total doesn't match finance." |
| 11 | +- Customers, users, signups, or retention: "how many active ...?" "is churn getting worse?" "cohorts or segments -- whatever we already track." |
| 12 | +- Orders, inventory, SKUs, or fulfillment: "what's selling?" "stock or backorder questions" when they only describe the business problem. |
| 13 | +- Funnel, marketing, or web activity: "conversion from visit to purchase" "campaign performance" with loose wording and no metric names. |
| 14 | +- Trust and definitions: "where does this dashboard number come from?" "two reports disagree -- help me find why" "what's the official definition of ...?" |
| 15 | +- Quality and freshness: "is this table up to date?" "missing yesterday's data" "something looks stale in our reporting." |
| 16 | +- Orchestration tied to data: "did last night's refresh finish?" "prod load failed and Finance is blocked" without run or job IDs. |
| 17 | +- Engineering on a dbt project: "help me with this model," "what's wrong with my project?" |
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