System Prompts vs User Prompts: The Hidden Backbone of AI Behavior
December 4, 2025
Understand how system prompts and user prompts shape AI responses, with practical examples, coding demos, and insights into performance, safety, and real-world use.
#prompt-engineering
Compress Your Prompts: Smarter AI, Lower Costs
November 19, 2025
Learn how to shorten and optimize your LLM prompts to reduce token usage, improve accuracy, and save money using tools like LLMLingua, GIST tokens, and PCToolkit.
Keep LLM Outputs Predictable: Engineering Stability in AI Responses
November 18, 2025
Learn how to make large language model outputs consistent and reliable using structured prompts, temperature control, and Pydantic validation.
The Future of GitHub Copilot: Free Editor, Spec-Driven Dev & Smarter Prompts
September 27, 2025
GitHub Copilot is evolving fast. From a new free AI code editor to Spec-Driven Development and better prompting strategies, here's everything you need to know about making Copilot truly reliable.