diff --git a/README.md b/README.md
index c2ce724..fa3688a 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,65 @@
 # aedifix
+
+# Bootstrapping aedifix in your build
+
+Assuming your main package is called `MyMainPacakge` and lives in `my_main_package.py`,
+you may use the following snippet to create a `configure` script that automatically
+bootstraps `aedifix` on first call.
+
+```python
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import sys
+
+
+def ensure_aedifix() -> None:
+    r"""Ensure aedifix is bootstrapped."""
+    from importlib.metadata import PackageNotFoundError, version
+
+    from packaging.version import Version
+
+    VERSION = Version("1.2.0")
+
+    try:
+        mod_version = Version(version("aedifix"))
+
+        if mod_version == VERSION:
+            return
+
+        if mod_version.is_devrelease:
+            # If its a "dev release" that means it's editable installed,
+            # meaning someone is working on aedifix. We don't care that the
+            # versions don't match in this case.
+            return
+
+        raise RuntimeError  # noqa: TRY301
+    except (PackageNotFoundError, RuntimeError):
+        from subprocess import check_call
+
+        package = f"git+https://github.com/nv-legate/aedifix@{VERSION}"
+        check_call([sys.executable, "-m", "pip", "install", package])
+
+
+ensure_aedifix()
+
+from my_main_package import MyMainPackage  # noqa: E402
+
+from aedifix.main import basic_configure  # noqa: E402
+
+
+def main() -> int:
+    r"""Run configure.
+
+    Returns
+    -------
+    int
+        An integer error code, or 0 on success.
+    """
+    return basic_configure(tuple(sys.argv[1:]), MyMainPackage)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
+
+```
diff --git a/share/aedifix/example_configure.py b/share/aedifix/example_configure.py
new file mode 100755
index 0000000..68657bb
--- /dev/null
+++ b/share/aedifix/example_configure.py
@@ -0,0 +1,54 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import sys
+
+
+def ensure_aedifix() -> None:
+    r"""Ensure aedifix is bootstrapped."""
+    from importlib.metadata import PackageNotFoundError, version
+
+    from packaging.version import Version
+
+    VERSION = Version("1.2.0")
+
+    try:
+        mod_version = Version(version("aedifix"))
+
+        if mod_version == VERSION:
+            return
+
+        if mod_version.is_devrelease:
+            # If its a "dev release" that means it's editable installed,
+            # meaning someone is working on aedifix. We don't care that the
+            # versions don't match in this case.
+            return
+
+        raise RuntimeError  # noqa: TRY301
+    except (PackageNotFoundError, RuntimeError):
+        from subprocess import check_call
+
+        package = f"git+https://github.com/nv-legate/aedifix@{VERSION}"
+        check_call([sys.executable, "-m", "pip", "install", package])
+
+
+ensure_aedifix()
+
+from my_main_package import MyMainPackage  # noqa: E402
+
+from aedifix.main import basic_configure  # noqa: E402
+
+
+def main() -> int:
+    r"""Run configure.
+
+    Returns
+    -------
+    int
+        An integer error code, or 0 on success.
+    """
+    return basic_configure(tuple(sys.argv[1:]), MyMainPackage)
+
+
+if __name__ == "__main__":
+    sys.exit(main())