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← Back to AI NewsKeep prompts short; reasoning degrades fast

Keep prompts short; reasoning degrades fast

Chris Harper

1 min read

Jun 5, 2026

AI
Best Practices
LLM

2026 best-practice writeups note LLM reasoning quality starts dropping around ~3,000 tokens, with a practical sweet spot of 150–300 words for most tasks. The field is splitting cleanly into casual prompting vs. production context engineering — treat them as different skills.


Sources: Thomas Wiegold — Prompt Engineering Best Practices 2026