The rise of vibe coding can further amplify these problems as more operational context, architectural decisions, and business knowledge become scattered across prompts, conversations, generated code, ...

Compliance-By-Construction says "The platform should make it structurally impossible, or immediately visible, for the rule to ...

Scores show outcomes, but they don’t reveal how a data system is built, tested and operated, or whether the data meets the ...

Traditional ETL tools like dbt or Fivetran prepare data for reporting: structured analytics and dashboards with stable schemas. AI applications need something different: preparing messy, evolving ...

Inside FDP is an exclusive series of articles written by the former deputy director of data engineering at NHS England, Tom Bartlett, who led the 150-person team that built the Federated Data Platform ...

Guru Madhavan is the Norman R. Augustine Senior Scholar and senior director of programs at the National Academy of Engineering. His new book is Wicked Problems: How to Engineer a Better World (W.W.