diff --git a/.coverage b/.coverage
new file mode 100644
index 0000000..9bb1222
Binary files /dev/null and b/.coverage differ
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..ee2364b
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,61 @@
+name: CI
+
+on:
+  push:
+    branches: [master, main]
+  pull_request:
+    branches: [master, main]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.12']
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+
+      - name: Install dependencies
+        run: uv sync --group dev
+
+      - name: Run tests
+        run: uv run pytest --cov --cov-report=xml
+
+      - name: Upload coverage
+        uses: codecov/codecov-action@v4
+        if: matrix.python-version == '3.12'
+
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+
+      - name: Install dependencies
+        run: uv sync --group dev
+
+      - name: Run Ruff linter
+        run: uv run ruff check .
+
+      - name: Run Ruff formatter
+        run: uv run ruff format --check .
+
+      - name: Run mypy
+        run: uv run mypy tensors.py
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 0000000..7dc25a3
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,49 @@
+name: Publish Package
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+permissions:
+  contents: write
+  id-token: write
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+
+      - name: Install build tools
+        run: pip install build
+
+      - name: Extract version from tag
+        id: version
+        run: |
+          TAG=${GITHUB_REF#refs/tags/v}
+          echo "version=$TAG" >> $GITHUB_OUTPUT
+          if [[ "$TAG" =~ -pre[0-9]*$ ]] || [[ "$TAG" =~ -alpha[0-9]*$ ]] || [[ "$TAG" =~ -beta[0-9]*$ ]] || [[ "$TAG" =~ -rc[0-9]*$ ]] || [[ "$TAG" =~ -a[0-9]*$ ]]; then
+            echo "prerelease=true" >> $GITHUB_OUTPUT
+          else
+            echo "prerelease=false" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Build package
+        run: python -m build
+
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+
+      - name: Create GitHub Release
+        uses: softprops/action-gh-release@v2
+        with:
+          files: dist/*
+          prerelease: ${{ steps.version.outputs.prerelease }}
+          generate_release_notes: true
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..475e70e
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,16 @@
+repos:
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.9.0
+    hooks:
+      - id: ruff
+        args: [--fix]
+      - id: ruff-format
+
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.14.0
+    hooks:
+      - id: mypy
+        files: ^tensors\.py$
+        additional_dependencies:
+          - httpx
+          - rich
diff --git a/.python-version b/.python-version
deleted file mode 100644
index e4fba21..0000000
--- a/.python-version
+++ /dev/null
@@ -1 +0,0 @@
-3.12
diff --git a/.tool-versions b/.tool-versions
new file mode 100644
index 0000000..1d7a709
--- /dev/null
+++ b/.tool-versions
@@ -0,0 +1 @@
+python 3.12.3
diff --git a/pyproject.toml b/pyproject.toml
index 48498cd..7801ae6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,6 +25,9 @@ dev = [
     "nuitka>=2.0",
     "ruff>=0.9.0",
     "mypy>=1.14.0",
+    "pytest>=8.0",
+    "pytest-cov>=4.1",
+    "pre-commit>=3.6",
 ]
 
 [tool.ruff]
@@ -75,3 +78,18 @@ ignore_missing_imports = false
 [[tool.mypy.overrides]]
 module = ["safetensors.*"]
 ignore_missing_imports = true
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+addopts = "-v --cov=tensors --cov-report=term-missing"
+
+[tool.coverage.run]
+source = ["tensors"]
+branch = true
+
+[tool.coverage.report]
+exclude_lines = [
+    "pragma: no cover",
+    "if TYPE_CHECKING:",
+    "if __name__ == .__main__.:",
+]
diff --git a/tensors.py b/tensors.py
index f8de03f..5644669 100644
--- a/tensors.py
+++ b/tensors.py
@@ -8,6 +8,7 @@ from __future__ import annotations
 import argparse
 import hashlib
 import json
+import os
 import re
 import struct
 import sys
@@ -42,8 +43,6 @@ DEFAULT_PATHS: dict[str, Path] = {
 
 def load_api_key() -> str | None:
     """Load API key from ~/.sftrc or CIVITAI_API_KEY env var."""
-    import os
-
     # Check environment variable first
     env_key = os.environ.get("CIVITAI_API_KEY")
     if env_key:
@@ -659,7 +658,10 @@ def cmd_download(args: argparse.Namespace) -> int:
         # Use model type-based default
         output_dir = get_default_output_path(model_type)
         if output_dir is None:
-            console.print(f"[red]Error: No default path for model type '{model_type}'. Use --output to specify.[/red]")
+            console.print(
+                f"[red]Error: No default path for model type '{model_type}'. "
+                "Use --output to specify.[/red]"
+            )
             return 1
         console.print(f"[dim]Using default path for {model_type}: {output_dir}[/dim]")
     else:
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..df83dc4
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,30 @@
+"""Pytest configuration and fixtures."""
+
+from __future__ import annotations
+
+import json
+import struct
+
+import pytest
+
+
+@pytest.fixture
+def temp_safetensor(tmp_path):
+    """Create a minimal valid safetensor file for testing."""
+
+    # Create minimal safetensor with empty tensors and some metadata
+    header = {
+        "__metadata__": {
+            "format": "pt",
+            "test_key": "test_value",
+        }
+    }
+    header_bytes = json.dumps(header).encode("utf-8")
+    header_size = len(header_bytes)
+
+    file_path = tmp_path / "test_model.safetensors"
+    with file_path.open("wb") as f:
+        f.write(struct.pack("<Q", header_size))
+        f.write(header_bytes)
+
+    return file_path
diff --git a/tests/test_tensors.py b/tests/test_tensors.py
new file mode 100644
index 0000000..2ab988d
--- /dev/null
+++ b/tests/test_tensors.py
@@ -0,0 +1,115 @@
+"""Tests for tensors module."""
+
+from __future__ import annotations
+
+import struct
+from pathlib import Path
+
+import pytest
+
+import tensors
+from tensors import (
+    get_base_name,
+    get_default_output_path,
+    load_api_key,
+    read_safetensor_metadata,
+)
+
+
+class TestReadSafetensorMetadata:
+    """Tests for read_safetensor_metadata function."""
+
+    def test_reads_valid_safetensor(self, temp_safetensor: Path) -> None:
+        """Test reading metadata from a valid safetensor file."""
+        result = read_safetensor_metadata(temp_safetensor)
+
+        assert "metadata" in result
+        assert "tensor_count" in result
+        assert "header_size" in result
+        assert result["metadata"]["test_key"] == "test_value"
+        assert result["tensor_count"] == 0  # No tensors, just metadata
+
+    def test_raises_on_short_file(self, tmp_path: Path) -> None:
+        """Test that short files raise ValueError."""
+        short_file = tmp_path / "short.safetensors"
+        short_file.write_bytes(b"short")
+
+        with pytest.raises(ValueError, match="too short"):
+            read_safetensor_metadata(short_file)
+
+    def test_raises_on_truncated_header(self, tmp_path: Path) -> None:
+        """Test that truncated headers raise ValueError."""
+        truncated = tmp_path / "truncated.safetensors"
+        # Write header size that claims 1000 bytes but only provide 10
+        with truncated.open("wb") as f:
+            f.write(struct.pack("<Q", 1000))
+            f.write(b"x" * 10)
+
+        with pytest.raises(ValueError, match="truncated"):
+            read_safetensor_metadata(truncated)
+
+    def test_raises_on_huge_header_size(self, tmp_path: Path) -> None:
+        """Test that unreasonably large header sizes raise ValueError."""
+        huge = tmp_path / "huge.safetensors"
+        with huge.open("wb") as f:
+            f.write(struct.pack("<Q", 200_000_000))  # 200MB header
+
+        with pytest.raises(ValueError, match="Invalid header size"):
+            read_safetensor_metadata(huge)
+
+
+class TestGetBaseName:
+    """Tests for get_base_name function."""
+
+    def test_removes_safetensors_extension(self) -> None:
+        """Test that .safetensors extension is removed."""
+        assert get_base_name(Path("model.safetensors")) == "model"
+
+    def test_removes_sft_extension(self) -> None:
+        """Test that .sft extension is removed."""
+        assert get_base_name(Path("model.sft")) == "model"
+
+    def test_handles_uppercase_extension(self) -> None:
+        """Test that uppercase extensions are handled."""
+        assert get_base_name(Path("model.SAFETENSORS")) == "model"
+
+    def test_preserves_name_without_known_extension(self) -> None:
+        """Test that unknown extensions use stem."""
+        assert get_base_name(Path("model.bin")) == "model"
+
+
+class TestGetDefaultOutputPath:
+    """Tests for get_default_output_path function."""
+
+    def test_returns_checkpoint_path(self) -> None:
+        """Test that Checkpoint type returns checkpoints directory."""
+        result = get_default_output_path("Checkpoint")
+        assert result is not None
+        assert "checkpoints" in str(result)
+
+    def test_returns_lora_path(self) -> None:
+        """Test that LORA type returns loras directory."""
+        result = get_default_output_path("LORA")
+        assert result is not None
+        assert "loras" in str(result)
+
+    def test_returns_none_for_unknown_type(self) -> None:
+        """Test that unknown types return None."""
+        assert get_default_output_path("UnknownType") is None
+        assert get_default_output_path(None) is None
+
+
+class TestLoadApiKey:
+    """Tests for load_api_key function."""
+
+    def test_returns_env_var_if_set(self, monkeypatch: pytest.MonkeyPatch) -> None:
+        """Test that environment variable takes precedence."""
+        monkeypatch.setenv("CIVITAI_API_KEY", "test-key-from-env")
+        assert load_api_key() == "test-key-from-env"
+
+    def test_returns_none_if_no_key(self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
+        """Test that None is returned when no key is available."""
+        monkeypatch.delenv("CIVITAI_API_KEY", raising=False)
+        # Temporarily point RC_FILE to nonexistent file
+        monkeypatch.setattr(tensors, "RC_FILE", tmp_path / "nonexistent")
+        assert load_api_key() is None
diff --git a/uv.lock b/uv.lock
index d47e395..05f12cd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -24,6 +24,116 @@ wheels = [
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 ]
 
+[[package]]
+name = "cfgv"
+version = "3.5.0"
+source = { registry = "https://pypi.org/simple" }
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+wheels = [
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+]
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+source = { registry = "https://pypi.org/simple" }
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+]
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+[[package]]
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 version = "14.3.0"
@@ -297,6 +553,9 @@ dependencies = [
 dev = [
     { name = "mypy" },
     { name = "nuitka" },
+    { name = "pre-commit" },
+    { name = "pytest" },
+    { name = "pytest-cov" },
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     { name = "nuitka", specifier = ">=2.0" },
+    { name = "pre-commit", specifier = ">=3.6" },
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