Sheng Zha — WritingNotes on LLM scaling, distributed training, and building teams from scratch.https://blog.szha.ai/If you're a tech manager and can't outperform your team, your role is going awayhttps://blog.szha.ai/blog/tech-manager-role-going-away/https://blog.szha.ai/blog/tech-manager-role-going-away/AI collapsed the implementation gap. Orgs just flipped from compute-bound to communication-bound — and middle management is the All-to-all you optimize away.Wed, 15 Apr 2026 00:00:00 GMTmanagementaiscalingorganizationsOn Assessing the Value of a Projecthttps://blog.szha.ai/blog/on-assessing-the-value-of-a-project/https://blog.szha.ai/blog/on-assessing-the-value-of-a-project/A simple framework for picking the most impactful work — with practical tips for estimating chance of success, effect size, and applicable scenarios.Tue, 20 May 2025 00:00:00 GMTresearchdecision-making