diff --git a/agents-md/AGENTS.md b/agents-md/AGENTS.md
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+++ b/agents-md/AGENTS.md
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+## Project Domain
+
+This is a REST API for browsing and managing a collection of cars.
+Each car is a complete record with a unique, server-assigned `id`
+and the fields `make`, `model`, `year`, `horsepower`, `engine_cc`,
+and `transmission`.
+
+The `engine_cc` field can be `0` for fully electric cars. Every
+car you return or store must include all fields.
+
+## Project Setup and Management
+
+- Python version: 3.14. Don't use newer syntax.
+- Dependency management: `uv` and `pyproject.toml`. Never use `pip`
+  or a `requirements.txt` file.
+- Add a dependency with `uv add <package>`. Never use `uv pip`
+  for dependencies.
+- Run the app with `uv run fastapi dev main.py`.
+- Branch from `main` as `feature/<name>` and use Conventional Commits.
+- Stage changes for review. Don't commit to `main` or push without
+  being asked.
+
+## Coding Conventions
+
+- Type-hint public functions and methods, including their return types.
+- Use `pathlib` for path management. Don't use `os.path`.
+- Prefer f-strings over `str.format()` or `%` formatting.
+- Follow EAFP: handle exceptions rather than checking conditions up front.
+- Write Google-style docstrings for every public function and method.
+- Validate request bodies with Pydantic models.
+- Embrace idiomatic Python like comprehensions, generators, and decorators.
+
+## Project Structure
+
+- The project is flat: `main.py` holds the app and `cars.json` holds
+  the data.
+- The `main.py` file is the only module to edit when adding features.
+- Put tests in `tests/test_main.py`.
+- Don't create new packages or new files without being asked.
+
+## Quality Gates
+
+A task is done only when all of these pass:
+
+- `uv run ruff format` leaves the code unchanged.
+- `uv run ruff check` reports no errors.
+- `uv run mypy main.py` reports no errors.
+- `uv run pytest` passes, with a test added for every new endpoint.
+
+## Constraints
+
+- Ask before adding any external dependency.
+- Preserve the signature and response shape of existing endpoints.
+- Don't use blocking I/O inside `async` functions.
+- Keep existing tests intact, and fix the code to make them pass.
+- Declare a task done only after the gates pass and docstrings are
+  updated.
+
+## Ignore
+
+Treat everything in `.gitignore` as off-limits to read or edit. On top of
+that, never open:
+
+- Secrets and `.env` files
+- Large data files unrelated to the current task
+- Vendored or generated code
diff --git a/agents-md/README.md b/agents-md/README.md
new file mode 100644
index 0000000000..59bf2a19ed
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+++ b/agents-md/README.md
@@ -0,0 +1,3 @@
+# How to Write an AGENTS.md File for a Python Project
+
+This folder provides the code examples for the Real Python tutorial [How to Write an AGENTS.md File for a Python Project](https://realpython.com/agents-md/)
diff --git a/agents-md/cars.json b/agents-md/cars.json
new file mode 100644
index 0000000000..3e50a522ee
--- /dev/null
+++ b/agents-md/cars.json
@@ -0,0 +1,92 @@
+[
+  {
+    "id": 1,
+    "make": "Ford",
+    "model": "Mustang",
+    "year": 1969,
+    "horsepower": 290,
+    "engine_cc": 5752,
+    "transmission": "Manual"
+  },
+  {
+    "id": 2,
+    "make": "Chevrolet",
+    "model": "Corvette",
+    "year": 2020,
+    "horsepower": 490,
+    "engine_cc": 6162,
+    "transmission": "Automatic"
+  },
+  {
+    "id": 3,
+    "make": "Dodge",
+    "model": "Charger",
+    "year": 2023,
+    "horsepower": 370,
+    "engine_cc": 5654,
+    "transmission": "Automatic"
+  },
+  {
+    "id": 4,
+    "make": "Tesla",
+    "model": "Model S",
+    "year": 2022,
+    "horsepower": 670,
+    "engine_cc": 0,
+    "transmission": "Automatic"
+  },
+  {
+    "id": 5,
+    "make": "Jeep",
+    "model": "Wrangler",
+    "year": 2021,
+    "horsepower": 285,
+    "engine_cc": 3604,
+    "transmission": "Automatic"
+  },
+  {
+    "id": 6,
+    "make": "Ford",
+    "model": "F-150",
+    "year": 2024,
+    "horsepower": 400,
+    "engine_cc": 3496,
+    "transmission": "Automatic"
+  },
+  {
+    "id": 7,
+    "make": "Cadillac",
+    "model": "Escalade",
+    "year": 2023,
+    "horsepower": 420,
+    "engine_cc": 6162,
+    "transmission": "Automatic"
+  },
+  {
+    "id": 8,
+    "make": "Chevrolet",
+    "model": "Camaro",
+    "year": 2018,
+    "horsepower": 455,
+    "engine_cc": 6162,
+    "transmission": "Manual"
+  },
+  {
+    "id": 9,
+    "make": "GMC",
+    "model": "Sierra",
+    "year": 2022,
+    "horsepower": 355,
+    "engine_cc": 5328,
+    "transmission": "Automatic"
+  },
+  {
+    "id": 10,
+    "make": "Chrysler",
+    "model": "300",
+    "year": 2019,
+    "horsepower": 292,
+    "engine_cc": 3604,
+    "transmission": "Automatic"
+  }
+]
diff --git a/agents-md/original_main.py b/agents-md/original_main.py
new file mode 100644
index 0000000000..9d51c27a60
--- /dev/null
+++ b/agents-md/original_main.py
@@ -0,0 +1,22 @@
+import json
+from pathlib import Path
+
+from fastapi import FastAPI, HTTPException
+
+app = FastAPI()
+cars: list[dict] = json.loads(Path("cars.json").read_text())
+
+
+@app.get("/cars")
+def list_cars() -> list[dict]:
+    """Return a list of all cars."""
+    return cars
+
+
+@app.get("/cars/{car_id}")
+def get_car(car_id: int) -> dict:
+    """Return a single car by its id, or raise 404 if it doesn't exist."""
+    for car in cars:
+        if car["id"] == car_id:
+            return car
+    raise HTTPException(status_code=404, detail="Car not found")
diff --git a/agents-md/run1_main.py b/agents-md/run1_main.py
new file mode 100644
index 0000000000..7428905333
--- /dev/null
+++ b/agents-md/run1_main.py
@@ -0,0 +1,41 @@
+import json
+import os
+
+from fastapi import FastAPI, HTTPException
+
+app = FastAPI()
+
+data_file = os.path.join(os.path.dirname(__file__), "cars.json")
+with open(data_file) as f:
+    cars = json.load(f)
+
+
+@app.get("/cars")
+def list_cars() -> list[dict]:
+    """Return a list of all cars."""
+    return cars
+
+
+@app.get("/cars/{car_id}")
+def get_car(car_id: int) -> dict:
+    """Return a single car by its id, or raise 404 if it doesn't exist."""
+    for car in cars:
+        if car["id"] == car_id:
+            return car
+    raise HTTPException(status_code=404, detail="Car not found")
+
+
+@app.post("/cars")
+def create_car(car: dict):
+    car["id"] = len(cars) + 1
+    cars.append(car)
+    return {"message": "Car created successfully", "car": car}
+
+
+@app.delete("/cars/{car_id}")
+def delete_car(car_id: int):
+    for i in range(len(cars)):
+        if cars[i]["id"] == car_id:
+            cars.pop(i)
+            return {"message": "Car deleted"}
+    return {"error": "Car not found"}
diff --git a/agents-md/run2_main.py b/agents-md/run2_main.py
new file mode 100644
index 0000000000..65cd6188b6
--- /dev/null
+++ b/agents-md/run2_main.py
@@ -0,0 +1,51 @@
+import json
+from pathlib import Path
+
+from fastapi import FastAPI, HTTPException
+from pydantic import BaseModel
+
+app = FastAPI()
+cars: list[dict] = json.loads(Path("cars.json").read_text())
+
+
+class NewCar(BaseModel):
+    make: str
+    model: str
+    year: int
+    horsepower: int
+    engine_cc: int
+    transmission: str
+
+
+@app.get("/cars")
+def list_cars() -> list[dict]:
+    """Return a list of all cars."""
+    return cars
+
+
+@app.get("/cars/{car_id}")
+def get_car(car_id: int) -> dict:
+    """Return a single car by its id, or raise 404 if it doesn't exist."""
+    for car in cars:
+        if car["id"] == car_id:
+            return car
+    raise HTTPException(status_code=404, detail="Car not found")
+
+
+@app.post("/cars", status_code=201)
+def create_car(new_car: NewCar) -> dict:
+    """Add a new car and return it with a server-assigned id."""
+    car = new_car.model_dump()
+    car["id"] = max((existing["id"] for existing in cars), default=0) + 1
+    cars.append(car)
+    return car
+
+
+@app.delete("/cars/{car_id}", status_code=204)
+def delete_car(car_id: int) -> None:
+    """Delete a car by its id, or raise 404 if it doesn't exist."""
+    for index, car in enumerate(cars):
+        if car["id"] == car_id:
+            del cars[index]
+            return
+    raise HTTPException(status_code=404, detail="Car not found")
diff --git a/agents-md/test_main.py b/agents-md/test_main.py
new file mode 100644
index 0000000000..9a63199b2d
--- /dev/null
+++ b/agents-md/test_main.py
@@ -0,0 +1,26 @@
+from fastapi.testclient import TestClient
+
+from run2_main import app, cars
+
+client = TestClient(app)
+
+
+def test_create_car_assigns_unique_id():
+    new_car = {
+        "make": "Honda",
+        "model": "Civic",
+        "year": 2021,
+        "horsepower": 158,
+        "engine_cc": 1996,
+        "transmission": "Manual",
+    }
+    response = client.post("/cars", json=new_car)
+
+    assert response.status_code == 201
+    assert response.json()["id"] not in {car["id"] for car in cars[:-1]}
+
+
+def test_delete_missing_car_returns_404():
+    response = client.delete("/cars/999")
+
+    assert response.status_code == 404