How Falling Code Costs Are Reshaping Engineering Management

A blog post by Karim Jedda explores how the declining cost of writing code — driven by AI tools — is transforming the role of engineering managers. As code generation becomes cheaper and faster, traditional metrics and team structures built around output volume are losing relevance. The piece argues that managers must now focus less on throughput and more on judgment, quality, and strategic direction. This shift challenges long-held assumptions about how engineering teams should be organized and evaluated. The article has sparked early discussion on Hacker News, signaling growing interest in the topic among tech professionals.