A Developer’s Guide to Systematic Prompting: Mastering Negative Constraints, Structured JSON Outputs, and Multi-Hypothesis Verbalized Sampling
Most builders deal with prompting as an afterthought—write one thing affordable, observe the output, and iterate if wanted. That strategy works till reliability turns into essential. As LLMs transfer into manufacturing techniques, the distinction between a immediate that often works and one which works constantly turns into an engineering concern. In response, the analysis group…
