Author randomly bought ICHOR Holdings (semiconductor equipment supplier for fab gas/fluid delivery systems) months ago and is now up 5k€, reverse-engineering a bullish thesis based on reviving semi cycle and AI capex demand. Key risks include cyclicality, customer timing concerns, and the speculative nature of the initial entry without fundamental analysis.