28/04/2026
Caveman compression: how we saved 35% on token consumption by talking to our LLM like a caveman
By Kenny Pearson | ML Engineer, Mantel Executive summary Key takeaways for business leaders Production LLM agents spend a surprising share of their input budget on words the model doesn't need: articles, hedging, politeness, and the connective tissue we reflexively…








