Reviewer: Deduplication with business rules
Architecture, foundation and governance
Decide which record survives when duplicates exist. A structured prompt with steps, output format, and quality criteria.
The library has been reorganized around practical application: less empty browsing, more shortcuts to sell, build and automate with AI.
Architecture, foundation and governance
Decide which record survives when duplicates exist. A structured prompt with steps, output format, and quality criteria.
Architecture, foundation and governance
Prepare a safe production copy for testing. Structured prompt with steps, output format, and quality criteria.
Architecture, foundation and governance
Evolve data schema without breaking existing consumers. Structured prompt with steps, output format, and quality criteri…
Architecture, foundation and governance
Find scheduled queries that cost more than they should. Structured prompt with steps, output format, and quality criteri…
Architecture, foundation and governance
Automated tests that run with every data load. Structured prompt with steps, output format, and quality criteria.
Architecture, foundation and governance
Reprocess history without affecting current consumption. Structured prompt with steps, output format, and quality criter…
Architecture, foundation and governance
Split documents while preserving context for retrieval. Structured prompt with steps, output format, and quality criteri…
Architecture, foundation and governance
Test data transformation before it goes to production. Structured prompt with steps, output format, and quality criteria…
Architecture, foundation and governance
Generate and update embeddings incrementally. Structured prompt with steps, output format, and quality criteria.
Architecture, foundation and governance
Find an expensive query and cut costs without losing analysis. Structured prompt with steps, output format, and quality …
Architecture, foundation and governance
Define what to monitor so you know a pipeline is healthy. Structured prompt with steps, output format, and quality crite…
Architecture, foundation and governance
A pipeline that can run twice without duplicating data. Structured prompt with steps, output format, and quality criteri…
Architecture, foundation and governance
Prepare a secure production copy for test use. Structured prompt with steps, output format, and quality criteria.
Architecture, foundation and governance
Prepare a secure production copy for testing use. Structured prompt with steps, output format, and quality criteria.
Architecture, foundation and governance
Capture database changes without overloading production. Structured prompt with steps, output format, and quality criter…
Architecture, foundation and governance
Define a retry policy without overloading the system. Structured prompt with steps, output format, and quality criteria.
Architecture, foundation and governance
Evolve data schemas without breaking existing consumers. Structured prompt with steps, output format, and quality criter…
Architecture, foundation and governance
API ingestion that fails, with retry and backoff. Structured prompt with steps, output format, and quality criteria.
Automated routine and clear handoff
A prompt to create intelligent DevOps pipelines with GitHub Actions, AI code analysis, and automatic deployment.
Architecture, foundation and governance
Prepare a safe production copy for test use. Structured prompt with steps, output format, and quality criteria.