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Design a production-grade Airflow DAG for daily ETL. Workflow: 1. Extract data from PostgreSQL and REST API. 2. Transform using pandas (clean, join, aggregate). 3. Load to data warehouse (Snowflake/BigQuery). 4. Send Slack notification on success/failure. 5. Implement retry logic and SLA monitoring....
Visualize a team of AI agents working together. The 'Crew' includes: 1. 'Researcher' (fetches facts). 2. 'Writer' (drafts blog). 3. 'Manager' (approves/feedback). Show a timeline of tasks being handed off between agents. Use a clean, modern dashboard with status badges (Ongoing, Completed, Failed).
Master Git for effective collaboration. Workflow: 1. Feature branches (git checkout -b feature/new-feature). 2. Commit often with clear messages (feat:, fix:, docs:). 3. Pull before push (git pull --rebase). 4. Code review via pull requests. 5. Squash commits before merge. 6. Delete merged branches....
Choose Git workflow for team. Strategies: 1. Git Flow (main, develop, feature, release, hotfix). 2. GitHub Flow (main, feature branches, PR). 3. Trunk-based (short-lived branches, frequent merges). 4. Branch naming conventions. 5. Commit message standards. 6. Pull request templates. 7. Protected bra...
