Choorai
Recipes Core Pack · Backend

FastAPI Bootstrap

Use this recipe to generate FastAPI structure, config separation, and test starter in one pass.

When to use

Ideal for spinning up a new API or restructuring a legacy backend baseline.

FastAPI Bootstrap Prompt

Copy and use

"I want to bootstrap a FastAPI backend quickly. Create an execution-ready starter based on the inputs below. [Inputs] - Python version: [3.11/3.12] - Package manager: [pip/uv/poetry] - DB: [PostgreSQL/SQLite] - Auth: [none/jwt/session] - Deployment target: [Cloud Run/Railway] [Output requirements] 1) Folder structure and core files 2) Base routes including /health 3) Config separation (.env, config module) 4) Pytest starter tests 5) Local run + pre-deploy validation list"

Copy this prompt and paste it into your AI chat.

Command Example

terminal
python -m venv .venv
source .venv/bin/activate
pip install fastapi uvicorn pytest
uvicorn app.main:app --reload

Execution Checklist

0/5 done

TL;DR

  • Use this section as a quick baseline for FastAPI bootstrap.
  • Replace branch names, secrets, URLs, and thresholds with your team-specific values.

Prerequisites

  • Confirm repository and runtime access permissions.
  • Verify baseline commands (`install`, `build`, `test`) for local/CI.
  • Ensure environment variables, secrets, and deployment targets are up to date.

Steps

  1. Lock the change goal and scope in one sentence.
  2. Apply the core FastAPI bootstrap changes in minimal commits.
  3. Capture validation logs and immediately update checklist/docs.

Validation

  • Confirm build/test pass reproducibly on the current branch.
  • Run manual sample checks on critical user/operation flows.
  • Cross-check ko/en docs and links for intent consistency.

Troubleshooting

  • Capture logs, request payloads, and environment values first on failures.
  • Narrow down by permissions, env vars, routing, and build artifacts.
  • Record temporary mitigation and root-cause fix separately.

References

Related Articles

Last updated: February 22, 2026 · Version: v0.0.1

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