Overview
Section 14 · Case Studies — Four real projects, generalised, with the mistakes that actually happened.
5 lessons.
By the end of this section you can¶
- Recognise the twelve practices that show up in every project that survives production.
- Recognise the eight mistakes the case studies all made at least once, and the gate that catches each.
- Adapt the practices down to a weekend project and up to a regulated product.
- Write up one of your own projects in the same shape.
Case Study: A Payments Platform¶
advanced · ~25 min — Every practice in this wiki was learned somewhere, at a cost.
Case Study: A Multi-Agent RAG Assistant¶
advanced · ~25 min — A research assistant is judged by whether a reader can click through to the source of every claim. One weak retrieval stage turns an answer into a plausible, uncited guess.
Case Study: A Geospatial Compliance Platform¶
advanced · ~25 min — Compliance tools are unusual: a wrong answer is a legal claim about someone's land, not an inconvenience.
Case Study: Running Agents As A Daily Practice¶
advanced · ~25 min — Most people use an agent for one task and start over next week.
Case Study Synthesis: The Patterns That Repeat¶
intermediate · ~20 min — Four projects, four domains, one overlapping set of failures.
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