Programming

AI debugging blends static analysis, LLM repair, and fuzzing to ship faster, safer code—integrated into your IDE/CI, with visuals, sample code, and references.

When designing or testing a radiant heating element — whether it’s part of an oven, a lab heater, or a custom prototype — it’s crucial to understand how input power, surface emissivity, and convective losses affect its final temperature and efficiency.

To make this analysis simple and visual, I built an interactive web app that models the energy balance of a heater and displays both the temperature curve and the heat flow breakdown.