diff --git a/.github/workflows/check-no-asserts.yml b/.github/workflows/check-no-asserts.yml
new file mode 100644
index 0000000..fcc7527
--- /dev/null
+++ b/.github/workflows/check-no-asserts.yml
@@ -0,0 +1,21 @@
+name: Check no asserts
+
+on:
+  push: {}
+  pull_request: {}
+
+jobs:
+  no-asserts:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.11'
+      - name: Install deps (if any)
+        run: |
+          python -m pip install --upgrade pip
+      - name: Run assert check
+        run: |
+          python scripts/check_no_asserts.py
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9295754..a637796 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -89,3 +89,27 @@ By contributing to AboutCode, you agree that your contributions will be licensed
 ---
 
 Thank you for contributing to AboutCode! Your efforts help make open source software safer and more transparent for everyone.
+
+## Runtime checks and `assert`
+
+Do not use Python `assert` statements for runtime input validation or enforcing library invariants. `assert` is intended for debugging and may be disabled when Python is run with `-O` or `-OO`, which can silently remove important checks. Instead:
+
+- Use explicit condition checks and `raise` a clear, appropriate exception (for example, `TypeError`, `ValueError`, or a project-specific exception).
+- Include an informative message to help users and calling code understand why the check failed.
+
+Example:
+
+Bad:
+
+```py
+assert items is not None
+```
+
+Good:
+
+```py
+if items is None:
+	raise ValueError("items must not be None")
+```
+
+We include an automated check in CI to prevent accidental `assert` usage in non-test code. If you need help migrating existing `assert` uses, ask on the project chat or open a pull request describing the change.
diff --git a/aboutcode b/aboutcode
new file mode 160000
index 0000000..635026c
--- /dev/null
+++ b/aboutcode
@@ -0,0 +1 @@
+Subproject commit 635026caea791d3d6f6fd80a97d96c66b6410403
diff --git a/scripts/check_no_asserts.py b/scripts/check_no_asserts.py
new file mode 100644
index 0000000..ee12281
--- /dev/null
+++ b/scripts/check_no_asserts.py
@@ -0,0 +1,59 @@
+#!/usr/bin/env python3
+"""Check for `assert` statements in non-test Python files.
+
+Exit code 1 if any `assert` nodes are found outside tests/docs.
+"""
+from __future__ import annotations
+
+import ast
+import sys
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parent.parent
+EXCLUDE_DIRS = {"tests", "test", "docs", "doc", ".venv", "venv", "build", "dist", "__pycache__"}
+
+
+def is_excluded(path: Path) -> bool:
+    for part in path.parts:
+        if part in EXCLUDE_DIRS:
+            return True
+    return False
+
+
+def find_asserts() -> list[tuple[Path, int, str]]:
+    results: list[tuple[Path, int, str]] = []
+    for p in ROOT.rglob("*.py"):
+        if is_excluded(p):
+            continue
+        try:
+            src = p.read_text(encoding="utf-8")
+        except Exception:
+            continue
+        try:
+            tree = ast.parse(src)
+        except Exception:
+            continue
+        for node in ast.walk(tree):
+            if isinstance(node, ast.Assert):
+                try:
+                    seg = ast.get_source_segment(src, node.test) or ""
+                except Exception:
+                    seg = ""
+                results.append((p, node.lineno, seg))
+                break
+    return results
+
+
+def main() -> int:
+    found = find_asserts()
+    if not found:
+        print("No `assert` statements found in non-test Python files.")
+        return 0
+    print("Found `assert` statements in non-test files:")
+    for p, lineno, seg in found:
+        print(f"{p}:{lineno}: assert {seg}")
+    return 1
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tools/replace_asserts.py b/tools/replace_asserts.py
new file mode 100644
index 0000000..a29ccd6
--- /dev/null
+++ b/tools/replace_asserts.py
@@ -0,0 +1,95 @@
+#!/usr/bin/env python3
+"""A small codemod to replace simple `assert` statements with explicit raises.
+
+This transformer replaces `assert <test>, <msg>` with:
+
+    if not <test>:
+        raise RuntimeError(<msg>)
+
+and `assert <test>` with a `RuntimeError('Assertion failed')`.
+
+Use with caution; inspect changes before committing. Supports a `--apply` flag.
+"""
+from __future__ import annotations
+
+import argparse
+import ast
+import shutil
+from pathlib import Path
+import sys
+
+
+class AssertTransformer(ast.NodeTransformer):
+    def visit_Assert(self, node: ast.Assert) -> ast.AST:
+        # Build message
+        msg_node = node.msg if node.msg is not None else ast.Constant(value="Assertion failed")
+        # Construct raise RuntimeError(msg_node)
+        raise_call = ast.Raise(
+            exc=ast.Call(func=ast.Name(id="RuntimeError", ctx=ast.Load()), args=[msg_node], keywords=[]),
+            cause=None,
+        )
+        # Construct if not <test>: raise RuntimeError(...)
+        new_if = ast.If(
+            test=ast.UnaryOp(op=ast.Not(), operand=node.test),
+            body=[raise_call],
+            orelse=[],
+        )
+        return ast.copy_location(new_if, node)
+
+
+def transform_source(src: str) -> str:
+    tree = ast.parse(src)
+    transformer = AssertTransformer()
+    new_tree = transformer.visit(tree)
+    ast.fix_missing_locations(new_tree)
+    try:
+        new_src = ast.unparse(new_tree)
+    except AttributeError:
+        raise RuntimeError("Python version does not support ast.unparse; use Python 3.9+")
+    return new_src
+
+
+def process_file(path: Path, apply: bool) -> bool:
+    src = path.read_text(encoding="utf-8")
+    tree = ast.parse(src)
+    has_assert = any(isinstance(n, ast.Assert) for n in ast.walk(tree))
+    if not has_assert:
+        return False
+    new_src = transform_source(src)
+    if apply:
+        bak = path.with_suffix(path.suffix + ".bak")
+        shutil.copy(path, bak)
+        path.write_text(new_src, encoding="utf-8")
+    else:
+        print(f"Would modify: {path}")
+    return True
+
+
+def main(argv: list[str] | None = None) -> int:
+    ap = argparse.ArgumentParser()
+    ap.add_argument("paths", nargs="*", help="Files or directories to scan")
+    ap.add_argument("--apply", action="store_true", help="Apply changes in-place (backups .bak)")
+    args = ap.parse_args(argv)
+
+    if not args.paths:
+        args.paths = ["."]
+
+    changed = False
+    for p in args.paths:
+        path = Path(p)
+        if path.is_dir():
+            for f in path.rglob("*.py"):
+                if process_file(f, args.apply):
+                    changed = True
+        elif path.is_file():
+            if process_file(path, args.apply):
+                changed = True
+    if changed:
+        print("Processed files with `assert` statements.")
+        return 0
+    print("No `assert` statements found to process.")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())