Writing
Notes on what I build and learn.
- Building hybrid RAG retrieval with keywords, vectors and traceable citationsStart with a keyword baseline, then add real vector retrieval, rank fusion, access and revision checks, evidence budgets and citation validation using a synthetic example.
- From software testing to AI application development: choosing and validating projectsTurn API testing, test data and failure analysis into a complete AI project, with repeatable checks for success, failure and recovery and clear evidence boundaries.