Tag: prompt engineering

15Dec

Prompt Length vs Output Quality: The Hidden Cost of Too Much Context in LLMs

Posted by JAMIUL ISLAM 7 Comments

Longer prompts don't improve LLM output-they hurt it. Discover why 2,000 tokens is the sweet spot for accuracy, speed, and cost-efficiency, and how to fix bloated prompts today.

17Sep

Prompt Compression: Cut Token Costs Without Losing LLM Accuracy

Posted by JAMIUL ISLAM 9 Comments

Prompt compression cuts LLM input costs by up to 80% without sacrificing answer quality. Learn how to reduce tokens using hard and soft methods, real-world savings, and when to avoid it.