https://thenewstack.io/a-guide-to-token-efficient-data-prep-for-llm-workloads/
A Guide to Token-Efficient Data Prep for LLM Workloads - The New Stack
Dec 6, 2025 - A single inefficiently serialized record might waste hundreds of tokens. Multiply that by millions of queries, and the cost impact becomes substantial.
token efficientdata prepguide
https://martinalderson.com/posts/which-programming-languages-are-most-token-efficient/
Which programming languages are most token-efficient? - Martin Alderson
Jan 8, 2026 - Comparing token efficiency across 19 popular programming languages using RosettaCode data - from Clojure to C, there's a 2.6x difference.
programming languagestoken