Prompt recipes: from boilerplate to production

AI coding is pretty mindblowing but sometimes it's a headache built on a mountain of bugs. Usually that comes down to issues with how you prompt. So, with that in mind, I'm starting a crowdsourcing discussion so we can all improve our prompts and in turn our apps.

Share the exact prompts that turn blank AI requests into real‑world code. Show us how you go from “generate a REST API” to a deployable service in just a few steps.

What to post:

• Prompt text (copy‑&‑paste ready) and its purpose (e.g., Node + Express, React, Python/FastAPI).

• Key tweaks: how you layered in error handling, authentication, database setup, tests, Docker, CI/CD, etc.

• Parameter files: JSON/YAML examples you feed in to auto‑generate endpoints, configs, or components.

Bonus points:

• A single prompt that reads a JSON spec (e.g., service name, endpoints, DB choice) and spins up an entire project.

• A chain of prompts covering frontend → API client → backend → deployment script.

Let’s build a lean, battle‑tested cookbook of prompts anyone can copy, tweak, and ship!