Blog

Balancing Cost and Quality in AI Summarization
AICost OptimizationLLMs+2

Balancing Cost and Quality in AI Summarization

Exploring how model choice, input caching, and scale impact the cost and quality of AI-generated legislative summaries.

How AI Transformed My Development Process: From Code-First to Documentation-First

A reflection on how AI collaboration revealed my architectural strengths and fundamentally changed my approach to project planning through comprehensive documentation.

ChatGPT's Assessment of How I Use AI in Development (May 2025)

ChatGPT's assessment of how I use AI in development.

ChatGPT's Assessment of How I use AI in Development (April 2025)

ChatGPT's assessment of how I use AI in development.

Developer Skill Assessment

A comprehensive developer skill assessment highlighting strengths across languages, frameworks, and specialized domains.

AI Assessment of My Developer Skills & Projects

A detailed breakdown of my developer skills and project experience as interpreted by ChatGPT.

Effect of Context on AI

Effect of Context on AI

Early exploration with manual context injection and how context shapes AI interactions and learning.

AI's Understanding of My Developer Journey & Project Insights Context

AI's understanding of my developer journey and project insights.