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23 posts tagged with "agentic-patterns"

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Rethinking Assumptions - When Agents Write the Code

· 3 min read
Calvin Cheng
Shape what gets built and the value it creates.

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.

The Invisible Line

· 8 min read
Calvin Cheng
Shape what gets built and the value it creates.

Less Queue, More Craft argued that when agents handle the queue, the bottleneck moves to judgment - strategy, coherence, and the bridge from prototype to production. This post names the place where that judgment is most urgently required: the moment something stops being an experiment and starts being relied on - and nobody can point to who decided, or who owns what happens next.

Intent-Based Review - Abstracting Code Changes for Human Verification

· 3 min read
Calvin Cheng
Shape what gets built and the value it creates.

When agents generate code, the volume of changes can overwhelm human reviewers. Line-by-line diff review doesn't scale - and for many changes, it's the wrong level of abstraction. What reviewers often need is: what did this change accomplish, logically? Intent-based review surfaces that instead of (or in addition to) the raw diff.