Tag: prompt engineering

14Jan

Prompting as Programming: How Natural Language Became the Interface for LLMs

Posted by JAMIUL ISLAM 6 Comments

Natural language is now the primary way humans interact with AI. Prompt engineering turns simple text into powerful programs, replacing code for many tasks. Learn how it works, why it's changing development, and how to use it effectively.

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.