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calvinx Blog · Jan 15, 2026

Rethinking Assumptions - When Agents Write the Code

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Most dev tooling was built on assumptions that no longer hold: humans write code with effort and expertise; changes are scarce and valuable; linear workflows make sense. When agents write 90% of the code, those assumptions break. The tools we rely on - tickets, PRs, sprints, branching - were designed for a different world. It's time to re-examine them from first principles.

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