Optimize serial speed before parallelism in AI workflows

4310sy · x · 2026-08-29

While running Claude Code in parallel, the author realized the importance of optimizing serial processing speed first. Citing Amdahl's Law, the post suggests that organizations should focus on improving serial efficiency (single-point optimization) rather than just increasing parallelism (adding more instances/people) when adopting AI.

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