diff --git a/.ci/test.py b/.ci/test.py
index 1a41761..3e5e9d8 100644
--- a/.ci/test.py
+++ b/.ci/test.py
@@ -56,6 +56,8 @@ def enumerate_plugins(basedir: Path) -> Generator[Plugin, None, None]:
     ]
     print(poetry_pytest)
 
+    other_plugins = [x for x in plugins if x not in pip_pytest and x not in poetry_pytest]
+
     for p in sorted(pip_pytest):
         yield Plugin(
             name=p.name,
@@ -79,6 +81,18 @@ def enumerate_plugins(basedir: Path) -> Generator[Plugin, None, None]:
             }
         )
 
+    for p in sorted(other_plugins):
+        yield Plugin(
+            name=p.name,
+            path=p,
+            language="other",
+            framework="generic",
+            details={
+                "requirements": p / Path("tests/requirements.txt"),
+                "setup": p / Path("tests/setup.sh"),
+            }
+        )
+
 def prepare_env(p: Plugin, directory: Path) -> bool:
     """ Returns whether we can run at all. Raises error if preparing failed.
     """
@@ -91,6 +105,8 @@ def prepare_env(p: Plugin, directory: Path) -> bool:
         return prepare_env_pip(p, directory)
     elif p.framework == "poetry":
         return prepare_env_poetry(p, directory)
+    elif p.framework == "generic":
+        return prepare_generic(p, directory)
     else:
         raise ValueError(f"Unknown framework {p.framework}")
 
@@ -162,6 +178,34 @@ def prepare_env_pip(p: Plugin, directory: Path):
     install_pyln_testing(pip_path)
     return True
 
+def prepare_generic(p: Plugin, directory: Path):
+    pip_path = directory / 'bin' / 'pip3'
+
+    # Install pytest (eventually we'd want plugin authors to include
+    # it in their requirements-dev.txt, but for now let's help them a
+    # bit).
+    subprocess.check_call(
+        [pip_path, 'install', *pip_opts, *global_dependencies],
+        stderr=subprocess.STDOUT,
+    )
+
+    # Now install all the requirements
+    if p.details['requirements'].exists():
+        print(f"Installing requirements from {p.details['requirements']}")
+        subprocess.check_call(
+            [pip_path, 'install', '-U', *pip_opts, '-r', p.details['requirements']],
+            stderr=subprocess.STDOUT,
+        )
+
+    if p.details['setup'].exists():
+        print(f"Running setup script from {p.details['setup']}")
+        subprocess.check_call(
+            ['bash',  p.details['setup']],
+            stderr=subprocess.STDOUT,
+        )
+    install_pyln_testing(pip_path)
+    return True
+
 
 def install_pyln_testing(pip_path):
     # Many plugins only implicitly depend on pyln-testing, so let's help them