It is important to build transferable capabilities, to the same extent as the features you implement.
It is important to understand the structure of how the tech stack operates within the organization.
You need to understand what can be packaged in what ways, and what can be replaced.
claude code preference
Amplifying — AI Benchmark Research
Systematic analysis of how AI systems make decisions — from product recommendations to developer tool choices.
https://amplifying.ai/research/claude-code-picks

Your tech stack is not the product
If you are the technical co-founder or early engineering lead at a startup, and you want to talk about your microservices, hand-rolled CI/CD, in-house monitoring stack, or any other unique part of your stack, I will say: Cool. Let's riff. I've had my "macho engineer" days, I've built that stuff.
https://hoho.com/posts/your-stack-is-not-the-product

시니어가 들려주는 "내가 알고 있는 걸 당신도 알게 된다면
자료: https://www.slideshare.net/InfraEngineer/ss-250837891주최: https://www.facebook.com/groups/InfraEngineer이성민 / Netflix "모든 엔지니어는 실패를 통해 성장하고 저 또한 그랬습니다.제가 주...
https://www.youtube.com/watch?v=MXl_t1vjkyU&t=1240s

The disproportionate influence of early tech decisions
Spend five years at a hypergrowth startup like Stripe, and you see a lot changes during that time. Organizationally, it's night and day, as a few hundred people scaled to thousands, the structure adapted to teams with charters and responsibilities that were much more fixed, and with a rigid managerial hierarchy to ensure continued product momentum even with many more hands involved.
https://brandur.org/fragments/early-tech-decisions

Seonglae Cho