How AI is Changing Developer Workflows: Lessons From Engineers
SMRTR summary
AI-native development has shifted the bottleneck from writing code to assembling context — gathering docs, Slack threads, and architecture notes before an agent can be useful. Engineers report doing more ambitious work but spending only 16% of their time coding. Planning, documentation quality, and trust sequencing are now the highest-value human contributions to the workflow.
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