https://sookocheff.com/tags/sop/ Recent content in Sop on Kevin Sookocheff Hugo en-ca Thu, 12 Nov 2026 06:41:48 +0000 https://sookocheff.com/post/ai/designing-an-autonomous-development-team/ Thu, 12 Nov 2026 06:41:48 +0000 https://sookocheff.com/post/ai/designing-an-autonomous-development-team/ <p>When using LLMs for software development, it is easy and natural to use a single agent to inspect the codebase, make a plan, write some code, run tests, and open a pull request. This works surprisingly well, but it also collapses an entire software development process into one conversation.</p> <p>A real development team usually has a few more boundaries. Someone thinks through the design. Someone implements it. Someone else reviews the implementation. When something is unclear, we communicate the problem and resolve it rather than silently making assumptions.</p>