Opinion: manager builds AI agent with Claude Code, sees three jobs gaining value
A manager with little programming experience used Claude Code to create an AI agent that answers contractor inquiries from an internal FAQ and improves a difficult search function. The prototype was built through a dialogue with the AI, with the manager refining instructions after each iteration. The author plans to test the agent after Silver Week and, if it works, move it into production.
Key points
- Manager used Claude Code to build an FAQ‑answering AI agent without writing code line‑by‑line.
- Author identifies three jobs gaining value: deciding what to build, owning results, and ensuring adoption.
- Suggested three steps: pick a small recurring task, set success criteria in words, have others test it.
Reflecting on the experience, the author argues that three types of work will become more valuable: deciding what to build, taking responsibility for the results, and delivering the solution until it is actually used. The piece stresses that AI can replace the coding step, but domain knowledge, ownership, and adoption effort remain essential. It ends with three practical steps for non‑programmers to start building small AI‑assisted tools.
Model page: Claude Code →
The story so far
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A Non-Programming Manager Built an AI Agent with Claude Code: 3 Jobs That Will Increase in Value
note.com · 23 September 2026
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