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Filtering by tag: Research infrastructure

Engineering traceability: why decoupled architecture is a research requirement

Most AI tools trap their logic inside a prompt or a messy frontend. Domain-Driven Design and stateless inference engines make it possible to trace any insight back to its exact source, three years after the report was delivered.

Mar 28, 2026
Domain-Driven DesignNestJSSvelte +2
On-demand ingestion: building systems that know what they don't know

Self-healing pipelines fix data that arrived broken. But what about data you never knew you needed? Here is how to build a system that detects knowledge gaps at query time and ingests the missing source before returning an answer.

Mar 28, 2026
Data pipelinesRAGNestJS +2