https://www.hairizuan.com/tags/dora/ Recent content in Dora on Experiment, Fail, Learn, Repeat Hugo -- gohugo.io en Copyright © 2026 Hairizuan Noorazman Mon, 06 Apr 2026 22:06:19 +0800 https://www.hairizuan.com/measuring-coding-tool-effectiveness/ Sun, 22 Mar 2026 00:00:00 +0000 https://www.hairizuan.com/measuring-coding-tool-effectiveness/ <p>Most online content regarding AI coding tools focuses heavily on input and output token counts. While these metrics are useful for understanding the raw volume of data processed, they often fail to address the actual effectiveness of those tokens in solving real-world engineering problems. Measuring the true impact of these tools on development workflows remains a challenge because volume does not equate to value.</p>