diff --git a/tests/test_edge_cases.py b/tests/test_edge_cases.py
new file mode 100644
index 00000000..cedaa460
--- /dev/null
+++ b/tests/test_edge_cases.py
@@ -0,0 +1,140 @@
+import pytest
+import os
+from threading import Thread
+from tinydb import TinyDB, where, Query
+from tinydb.middlewares import CachingMiddleware
+from tinydb.storages import JSONStorage, MemoryStorage, Storage
+
+doc = {
+    'none': [None, None],
+    'int': 42,
+    'float': 3.1415899999999999,
+    'list': ['LITE', 'RES_ACID', 'SUS_DEXT'],
+    'dict': {'hp': 13, 'sp': 5},
+    'bool': [True, False, True, False]
+}
+
+# 1. Tests for empty or null inputs
+def test_empty_insertion(db: TinyDB):
+    db.drop_tables()
+    db.insert({})
+    assert len(db) == 1
+    assert db.all() == [{}]
+
+def test_empty_search(db: TinyDB):
+    db.drop_tables()
+    db.insert({"key": "value"})
+    results = db.search(where('nonexistent').exists())
+    assert results == []
+
+def test_insert_none(db: TinyDB):
+    with pytest.raises(ValueError):
+        db.insert(None)
+
+
+# 2. Large data insertion
+def test_large_document(db: TinyDB):
+    large_data = {"key": "value" * 10**6}  
+    db.insert(large_data)
+    result = db.get(where('key').exists())
+    assert result is not None
+    assert len(result['key']) == len("value"*10**6)
+
+# 3. Special keys and values
+def test_special_keys(db: TinyDB):
+    db.insert({"": "empty_key"})
+    db.insert({"null": None})
+    db.insert({"weird key!@#$%^&*()": "value"})
+
+    assert db.contains(where('') == "empty_key")
+    assert db.contains(where('null') == None)
+    assert db.contains(where("weird key!@#$%^&*()") == "value")
+
+def test_nested_structure(db: TinyDB):
+    nested_data = {"key": {"subkey": {"deepkey": "deepvalue"}}}
+    db.insert(nested_data)
+    result = db.get(where("key")["subkey"]["deepkey"] == "deepvalue")
+    assert result == nested_data
+
+
+# 4. Nonexistent keys
+def test_nonexistent_keys(db: TinyDB):
+    db.insert({'key': 'value'})
+    assert db.get(where('nonexistent') == 'value') is None
+    assert not db.contains(where('nonexistent') == 'value')
+
+# 5. Operations on empty databases
+def test_operations_on_empty_db(db: TinyDB):
+    db.drop_tables()
+    assert db.all() == []
+    assert db.get(where('key') == 'value') is None
+    assert db.count(where('key').exists()) == 0
+    assert db.search(where('key') == 'value') == []
+
+def test_update_on_empty_db(db: TinyDB):
+    db.drop_tables()
+    db.update({'key': 'value'}, where('nonexistent') == 'value')
+    assert db.all() == []  # Ensure no entries were added
+
+# 6. Invalid configurations
+def test_invalid_storage_usage():
+    class InvalidStorage(Storage):
+        pass
+
+    with pytest.raises(TypeError):
+        TinyDB(storage=InvalidStorage)
+
+# 7. Exceptions in transformations
+def test_transform_exceptions(storage):
+    def faulty_transform(el):
+        raise ValueError("Simulated error")
+
+    storage.write(doc)
+
+    with pytest.raises(ValueError, match="Simulated error"):
+        faulty_transform(storage.read())
+
+def test_partial_transform(db: TinyDB):
+    db.insert({'key': 1})
+    db.insert({'key': 2})
+
+    def faulty_transform(el):
+        if el['key'] == 2:
+            raise ValueError("Simulated error")
+        el['key'] += 1
+
+    with pytest.raises(ValueError, match="Simulated error"):
+        db.update(faulty_transform, where('key').exists())
+
+# 8. Caching behavior
+def test_caching_behavior(storage):
+    storage.write(doc)
+    assert doc == storage.read()
+
+    storage.flush()
+    assert doc == storage.read()
+
+# 9. Caching with multiple writes
+def test_caching_multiple_writes(storage):
+    storage.WRITE_CACHE_SIZE = 3
+    for _ in range(2):
+        storage.write(doc)
+        assert storage.memory is None
+
+    storage.write(doc)
+    assert storage.memory
+
+# 10. JSON storage and file size validation
+def test_caching_json_write(tmp_path):
+    path = str(tmp_path / "test.db")
+
+    with TinyDB(path, storage=CachingMiddleware(JSONStorage)) as db:
+        db.insert({'key': 'value'})
+
+    statinfo = os.stat(path)
+    assert statinfo.st_size != 0
+
+    assert db._storage._handle.closed
+
+    with TinyDB(path, storage=CachingMiddleware(JSONStorage)) as db:
+        assert db.all() == [{'key': 'value'}]