diff --git a/GNUmakefile b/GNUmakefile
index 9d318a5cc..7f9c90191 100644
--- a/GNUmakefile
+++ b/GNUmakefile
@@ -3,12 +3,6 @@ SHELL := /usr/bin/env bash
 VENV_DIR ?= $(CURDIR)/venv
 PIP      ?= pip3 --disable-pip-version-check --no-input --require-virtualenv
 PYTHON   ?= python3
-ifdef CI
-PYENV    ?= $(PYTHON)
-else
-PYENV    ?= pyenv exec python
-endif
-
 PYTHON_VERSION ?= 3.8
 
 define PIN_VERSIONS_COMMAND
@@ -36,7 +30,7 @@ all: version
 venv: venv/.make
 venv/.make:
 	rm -fr '$(VENV_DIR)'
-	$(PYENV) -m venv '$(VENV_DIR)'
+	$(PYTHON) -m venv '$(VENV_DIR)'
 	$(PIP) install --upgrade pip
 	touch '$(@)'
 
diff --git a/README.rst b/README.rst
index d4e9cbe90..7821e76b2 100644
--- a/README.rst
+++ b/README.rst
@@ -664,12 +664,6 @@ and install the required software for development. Use ``make unit-tests`` and
 ``make test`` to execute both. You can set ``PYTEST_ARGS`` to customize the
 execution (e.g. ``PYTEST_ARGS=--maxfail=1 make test``).
 
-By default ``pyenv`` is expected to be installed and in ``PATH``. This ensures
-on all platforms that arbitrary Python versions can be used for development. It
-is possible to overwrite this by setting ``PYENV`` to something else (e.g.
-``PYENV=python3 make venv`` to simply use the global Python executable). The
-default Python version is defined in ``.python-version``.
-
 Karapace currently depends on various system software to be installed. The
 installation of these is automated for some operation systems, but not all. At
 the time of writing Java, the Protobuf Compiler, and the Snappy shared library