The Mom Test provides practical user research techniques, teaching entrepreneurs how to gather genuine feedback through effective questioning, avoid misleading compliments, and ensure products truly meet market needs.
Innovation is the key for startups to stand out in a highly competitive market. Through differentiation, network effects, and monopoly profits, startups can effectively avoid homogeneous competition and achieve sustainable growth.
Capturing the mainstream market requires an initial focus on niche segments, ensuring customer satisfaction and building a reputation as a market leader. This strategic approach outlines how tech companies can effectively transition from early adopters to the broader audience.
I'm Tian Pan, an engineer-founder focused on agentic engineering — building autonomous AI systems and scaling engineering teams. I write practical guides on system design, technical leadership, and shipping with AI agents. Previously an early engineer at Uber, Brex, and IoTeX.
