Searching protocol for "schema-enforcement"
Master LLM prompting patterns and safety.
Deterministic AI for Production
Enforce fix-report metadata quality.
Parameter patterns and metadata standards
Document solved problems to a searchable knowledge base.
Master MongoDB in Node.js with Mongoose
Validates inputs with schema checks.
Generate complete DB-to-UI feature slices.
Build robust ETL pipelines with validated data.
Bootstraps production-grade CRUD APIs.
Manage project constraints, NFRs, and risks.
Enforce project architecture rules.