The Iteration Trap: When AI Makes You a Spectator

The iteration trap is really a clarity trap. You iterate because you don’t know what you want.

December 28, 2025 · 3 min · Eugene Oleinik

Adding LLM Polish to a Speech-to-Text App

How I added an optional LLM post-processing step to clean up voice transcriptions, with lessons on prompt engineering and graceful degradation.

December 22, 2025 · 5 min · Eugene Oleinik