diff --git a/.gitignore b/.gitignore
index f6a674d..0df56aa 100644
--- a/.gitignore
+++ b/.gitignore
@@ -134,3 +134,6 @@ dmypy.json
 
 # Makefile touch target
 .uv-installed-*
+
+# Taskfile hashes
+.task
diff --git a/Makefile b/Makefile
deleted file mode 100644
index 4b36f57..0000000
--- a/Makefile
+++ /dev/null
@@ -1,56 +0,0 @@
-# Author: Alex B
-# Description: Makefile for setting up the development environment. Includes convenient aliases for common tasks.
-
-PY_VERSION := $(shell cat .python-version)
-
-.PHONY: uv venv pre-commit dev all test lint format scan scan-new-baseline \
-        scan-without-baseline clean
-
-check: format lint test
-
-.uv-installed-$(PY_VERSION): .python-version
-	@if [ ! -f .python-version ]; then echo 'Please create a .python-version file with the desired Python version'; exit 1; fi
-	@if command -v uv > /dev/null; then echo 'Verified uv is installed'; else echo 'Please install uv by running `curl -LsSf https://astral.sh/uv/install.sh | sh` or visit https://docs.astral.sh/uv/ for more information'; exit 1; fi
-	@uv tool update-shell
-	@uv python install
-	@rm -f .uv-installed-*
-	@touch .uv-installed-$(PY_VERSION)
-
-
-uv: .uv-installed-$(PY_VERSION)
-
-.venv: .uv-installed-$(PY_VERSION)
-	@uv venv .venv
-
-venv: .venv
-
-.git/hooks/pre-commit: .uv-installed-$(PY_VERSION)
-	@uv tool install pre-commit
-	@uv tool run pre-commit install
-
-pre-commit: .git/hooks/pre-commit
-
-dev: .venv .git/hooks/pre-commit
-	@uv sync --extra=dev --extra=duckdb
-
-clean:
-	@rm -rf .venv target demo_duckdb/target demo_sqlite/target
-
-lint: .uv-installed-$(PY_VERSION)
-	@uvx ruff check
-
-format: .uv-installed-$(PY_VERSION)
-	@uvx ruff check --fix --select I
-	@uvx ruff format --preview
-
-test: .uv-installed-$(PY_VERSION)
-	@uv run pytest tests/
-
-scan: .uv-installed-$(PY_VERSION)
-	@uvx bandit -r src -b tests/bandit_baseline.json
-
-scan-new-baseline: .uv-installed-$(PY_VERSION)
-	@uvx bandit -r src -f json -o tests/bandit_baseline.json
-
-scan-without-baseline: .uv-installed-$(PY_VERSION)
-	@uvx bandit -r src
diff --git a/Taskfile.yml b/Taskfile.yml
new file mode 100644
index 0000000..679e5d2
--- /dev/null
+++ b/Taskfile.yml
@@ -0,0 +1,71 @@
+# See https://taskfile.dev/installation/ for installation
+version: "3"
+
+env:
+  UV_PYTHON:
+    sh: cat .python-version
+
+tasks:
+  default:
+    desc: By default, run format, lint, test
+    cmds:
+      - task: format
+      - task: lint
+      - defer: { task: dev }
+      - task: test
+
+  lint:
+    desc: Run ruff to check code for linting issues
+    cmds:
+      - uvx ruff check
+
+  format:
+    desc: Auto-fix imports, then format code with ruff
+    cmds:
+      - uvx ruff check --fix --select I
+      - uvx ruff format --preview
+
+  dev:
+    desc: Sets up dev environment (.venv + pre-commit), syncs dev extra
+    deps: [venv, pre-commit]
+    cmds:
+      - uv -q sync --extra=dev
+
+  venv:
+    desc: Creates the virtual environment via uv
+    internal: true
+    sources:
+      - .python-version
+    generates:
+      - .venv/bin/python
+    cmds:
+      - uv venv .venv
+
+  pre-commit:
+    desc: Installs pre-commit hooks in .git/hooks/pre-commit
+    internal: true
+    cmds:
+      - uv tool install pre-commit
+      - uv tool run pre-commit install
+    status:
+      - test -f .git/hooks/pre-commit
+
+  test:
+    desc: Run tests against supported python and dbt versions
+    env:
+      UV_FROZEN: 1
+      UV_NO_SYNC: 1
+      UV_NO_PROGRESS: 1
+    cmds:
+      - for:
+          matrix:
+            python_version: ["3.10", "3.11", "3.12"]
+            dbt_version: ["1.8.0", "1.9.0"]
+        cmd: |
+          echo -e "\033[32mtask: [test] uv run pytest (python=={{.ITEM.python_version}} and dbt~={{.ITEM.dbt_version}})\033[0m"
+          export UV_PYTHON={{.ITEM.python_version}}
+          uv -q sync --extra dev
+          uv -q pip install --reinstall dbt-core~={{.ITEM.dbt_version}} dbt-duckdb~={{.ITEM.dbt_version}}
+          uv run dbt parse --project-dir demo_duckdb --profiles-dir demo_duckdb -t test
+          uv run pytest
+        silent: true