instructor

Hamel Husain, a software engineer, published a blog post arguing that developers should inspect the final prompts that LLM abstraction tools like DSPy, guidance, and instructor send to language models…

A developer has published a guide to building a robust structured-output pipeline for local LLMs, addressing the common problem of models returning invalid JSON. The pipeline combines Ollama's schema-…

A developer argues that programmers who get the best results from AI treat it as a junior engineer and use spec-driven development combined with Socratic inquiry, rather than pasting vague prompts. Th…