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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