New Data Project, Zero Context: Can AI Get Me Productive Fast?
A PM needs data in 20 minutes. You have no context on the project. Can an AI agent get you there?
OVERVIEW
Every data engineer knows this feeling: you're 20 minutes from a meeting and a product manager needs data you've never seen before from a project you've never touched. The traditional answer involves frantic Slack messages, half-guessed SQL, and a lot of hedging in the meeting.
This video explores a different approach: using Altimate Code to build context on an unfamiliar data project in real time. With no prior knowledge of the schema, models, or business logic, the agent reads the project structure, maps the relevant tables, and delivers the answer before the meeting starts.
The key insight is that getting productive on a new project isn't about guessing. It's about having a tool that can read the codebase, understand what's upstream and downstream of the data you need, and tell you exactly what to query. Altimate Code does the context-building so you can focus on the answer.
WHAT YOU'LL LEARN
- →How to use an AI agent to get context on an unfamiliar dbt project quickly
- →How to find the right table and model for a specific business question under time pressure
- →What it looks like to go from zero familiarity to a working query in minutes
KEY POINTS
- Agent reads project structure and maps data lineage with no prior context
- Identifies the correct models and tables for a specific business question
- Generates the query based on actual schema, not assumptions
- Gets from 'I don't know this project' to 'I have the answer' in under 20 minutes
