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Neural Foundry's avatar

This framework is especially valuable for platform engineering teams where the distinction between Tech Lead and Architect roles often gets blurred. In my experience, platform teams need strong Technical Leads who can balance both system architecture decisions and hands-on implementation, while also mentoring engineers. The dual skill requirement makes platform engineering a unique career path.

Neural Foundry's avatar

Solid breakdown of the nuances between these paths. The distinction between Tech Lead rotation versus fixed ownership is interesting because I've seen both models and teams that rotate tend to build better collective ownership but sometimess lack continuity on long-running architectrual decisions. The point about paths not being linear is understated becuz people often stress about picking the "right" track when reality is you're building transferable skills no matter which direction you go initially.

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