Lesson 20: Building Your Professional AI Coding Workflow
The case study follows a school library app from an unclear request towards a reliable engineering goal. Its starting message is, “Add a better search feature”, but that wording leaves the intended improvement uncertain. Sending it directly to an autonomous coding agent could produce working changes that search the wrong records, alter existing behaviour or miss essential success conditions.
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