diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 38cc8334..935bcd0e 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -12,6 +12,7 @@
     "customizations": {
         "vscode": {
             "extensions": [
+                "astral-sh.ty",
                 "charliermarsh.ruff",
                 "dorzey.vscode-sqlfluff",
                 "exiasr.hadolint",
diff --git a/.dockerignore b/.dockerignore
index 7ee58272..29a57931 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -186,7 +186,7 @@ pytest-coverage.txt
 assets
 LICENSE
 noxfile.py
-pyrightconfig.json
 README.md
 ruff.toml
 tests
+ty.toml
diff --git a/.github/labeler.yml b/.github/labeler.yml
index 0da437b4..9df15089 100644
--- a/.github/labeler.yml
+++ b/.github/labeler.yml
@@ -1,6 +1,6 @@
 documentation:
   - changed-files:
-      - any-glob-to-any-file: "docs/**"
+      - any-glob-to-any-file: "**/*.md"
 
 feature:
   - head-branch: ["^feature/"]
diff --git a/.github/workflows/devcontainer.yml b/.github/workflows/devcontainer.yml
index 4f0c3620..8c481b84 100644
--- a/.github/workflows/devcontainer.yml
+++ b/.github/workflows/devcontainer.yml
@@ -1,16 +1,7 @@
 name: Devcontainer
 
 on:
-  push:
-    branches: [main]
-    paths:
-      - ".devcontainer/docker-compose.yml"
-      - ".devcontainer/Dockerfile"
-      - ".github/workflows/devcontainer.yml"
-      - ".python-version"
-
   pull_request:
-    branches: [main]
     paths:
       - ".devcontainer/docker-compose.yml"
       - ".devcontainer/Dockerfile"
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index c4f74653..36f77527 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -1,18 +1,7 @@
 name: Docker
 
 on:
-  push:
-    branches: [main]
-    paths:
-      - ".github/workflows/docker.yml"
-      - "**.py"
-      - ".dockerignore"
-      - ".python-version"
-      - "pyproject.toml"
-      - "uv.lock"
-
   pull_request:
-    branches: [main]
     paths:
       - ".github/workflows/docker.yml"
       - "**.py"
diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 491e6430..37546c68 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -1,21 +1,7 @@
 name: Format
 
 on:
-  push:
-    branches: [main]
-    paths:
-      - ".github/actions/setup-python-with-uv/action.yml"
-      - ".github/workflows/format.yml"
-      - "**.py"
-      - "**.sql"
-      - ".python-version"
-      - ".sqlfluff"
-      - "pyproject.toml"
-      - "ruff.toml"
-      - "uv.lock"
-
   pull_request:
-    branches: [main]
     paths:
       - ".github/actions/setup-python-with-uv/action.yml"
       - ".github/workflows/format.yml"
diff --git a/.github/workflows/gh-deploy.yml b/.github/workflows/gh-deploy.yml
index e96f0459..7482bb20 100644
--- a/.github/workflows/gh-deploy.yml
+++ b/.github/workflows/gh-deploy.yml
@@ -14,7 +14,6 @@ on:
       - "uv.lock"
 
   pull_request:
-    branches: [main]
     paths:
       - ".github/actions/setup-git-config/action.yml"
       - ".github/actions/setup-python-with-uv/action.yml"
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 80efa97d..fce24f12 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -1,22 +1,7 @@
 name: Lint
 
 on:
-  push:
-    branches: [main]
-    paths:
-      - ".github/actions/setup-python-with-uv/action.yml"
-      - ".github/workflows/lint.yml"
-      - "**.py"
-      - "**.sql"
-      - ".python-version"
-      - ".sqlfluff"
-      - "pyproject.toml"
-      - "pyrightconfig.json"
-      - "ruff.toml"
-      - "uv.lock"
-
   pull_request:
-    branches: [main]
     paths:
       - ".github/actions/setup-python-with-uv/action.yml"
       - ".github/workflows/lint.yml"
@@ -25,12 +10,12 @@ on:
       - ".python-version"
       - ".sqlfluff"
       - "pyproject.toml"
-      - "pyrightconfig.json"
       - "ruff.toml"
+      - "ty.toml"
       - "uv.lock"
 
 jobs:
-  pyright:
+  ruff:
     runs-on: ubuntu-latest
 
     steps:
@@ -40,10 +25,10 @@ jobs:
       - name: Setup Python with uv
         uses: ./.github/actions/setup-python-with-uv
 
-      - name: Lint by Pyright
-        run: uv run nox -s lint -- --pyright
+      - name: Lint by Ruff
+        run: uv run nox -s lint -- --ruff
 
-  ruff:
+  sqlfluff:
     runs-on: ubuntu-latest
 
     steps:
@@ -53,10 +38,10 @@ jobs:
       - name: Setup Python with uv
         uses: ./.github/actions/setup-python-with-uv
 
-      - name: Lint by Ruff
-        run: uv run nox -s lint -- --ruff
+      - name: Lint by SQLFluff
+        run: uv run nox -s lint -- --sqlfluff
 
-  sqlfluff:
+  ty:
     runs-on: ubuntu-latest
 
     steps:
@@ -66,5 +51,5 @@ jobs:
       - name: Setup Python with uv
         uses: ./.github/actions/setup-python-with-uv
 
-      - name: Lint by SQLFluff
-        run: uv run nox -s lint -- --sqlfluff
+      - name: Lint by ty
+        run: uv run nox -s lint -- --ty
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index ead89c36..606ba3c3 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -16,7 +16,6 @@ on:
       - "uv.lock"
 
   pull_request:
-    branches: [main]
     paths:
       - ".github/actions/setup-python-with-uv/action.yml"
       - ".github/workflows/test.yml"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 25e29b41..b76b7d5c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,6 +44,14 @@ repos:
         name: Ruff format
         description: "Run 'ruff format' for extremely fast Python formatting"
 
+  - repo: local
+    hooks:
+      - id: ty
+        name: ty check
+        entry: uv run ty check
+        language: python
+        types: [python]
+
   - repo: https://github.com/hadolint/hadolint
     rev: v2.12.0
     hooks:
diff --git a/.vscode/cspell.json b/.vscode/cspell.json
index b4b2335c..2c535788 100644
--- a/.vscode/cspell.json
+++ b/.vscode/cspell.json
@@ -30,6 +30,7 @@
         "dmypy",
         "dockerfiles",
         "donotpresent",
+        "dorzey",
         "exiasr",
         "fastapi",
         "fontawesome",
@@ -79,7 +80,6 @@
         "pypa",
         "pypackages",
         "pyproject",
-        "pyrightconfig",
         "pytest",
         "pythondontwritebytecode",
         "pythonpath",
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index b24de294..1938f141 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -1,5 +1,6 @@
 {
     "recommendations": [
+        "astral-sh.ty",
         "charliermarsh.ruff",
         "codezombiech.gitignore",
         "dorzey.vscode-sqlfluff",
@@ -9,7 +10,6 @@
         "mosapride.zenkaku",
         "ms-azuretools.vscode-docker",
         "ms-python.python",
-        "ms-python.vscode-pylance",
         "ms-toolsai.jupyter",
         "ms-vscode-remote.remote-containers",
         "njpwerner.autodocstring",
diff --git a/.vscode/settings.json b/.vscode/settings.json
index b79b4004..f7e8fdb8 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -7,6 +7,7 @@
     },
     "notebook.formatOnSave.enabled": true,
     "python.defaultInterpreterPath": "/home/vscode/.venv/bin/python",
+    "python.languageServer": "None",
     "python.testing.autoTestDiscoverOnSaveEnabled": false,
     "python.testing.pytestEnabled": true,
     "python.testing.pytestArgs": [
diff --git a/CLAUDE.md b/CLAUDE.md
index 8ffcb4f8..ade777df 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -51,14 +51,8 @@ uv run nox -s fmt -- --sqlfluff
 # Format both Python and SQL
 uv run nox -s fmt -- --ruff --sqlfluff
 
-# Lint with both Pyright and Ruff
-uv run nox -s lint -- --pyright --ruff
-
-# Lint with all tools (Pyright, Ruff, SQLFluff)
-uv run nox -s lint -- --pyright --ruff --sqlfluff
-
-# Lint with Pyright only
-uv run nox -s lint -- --pyright
+# Lint with all tools (Ruff, SQLFluff, ty)
+uv run nox -s lint -- --ruff --sqlfluff --ty
 
 # Lint with Ruff only
 uv run nox -s lint -- --ruff
@@ -66,16 +60,19 @@ uv run nox -s lint -- --ruff
 # Lint SQL files only
 uv run nox -s lint -- --sqlfluff
 
+# Lint with ty only
+uv run nox -s lint -- --ty
+
 # Run Ruff directly
 uv run ruff check . --fix
 uv run ruff format .
 
-# Run Pyright directly
-uv run pyright
-
 # Run SQLFluff directly
 uv run sqlfluff lint .
 uv run sqlfluff fix .
+
+# Run ty directly
+uv run ty check
 ```
 
 ### Pre-commit Hooks
@@ -170,10 +167,9 @@ Tests in `tests/tools/` mirror the package structure:
 - Target Python: 3.14
 - Per-file ignores for test files
 
-**Pyright (pyrightconfig.json)**:
-- Type checking mode: standard
-- Only includes `tools/` package (not tests)
-- venv: `.venv`
+**ty (ty.toml)**:
+- Includes `tools/`, `tests/` packages, and `noxfile.py`
+- Excludes cache directories (`__pycache__`, `.pytest_cache`, `.ruff_cache`, `.venv`)
 
 **pytest (pytest.ini)**:
 - Coverage: 75% minimum with branch coverage
@@ -199,8 +195,8 @@ Example of the argument parsing pattern:
 @nox.session(python=False)
 def lint(session: nox.Session) -> None:
     args = CLIArgs.parse(session.posargs)
-    if args.pyright:
-        session.run("uv", "run", "pyright")
+    if args.ty:
+        session.run("uv", "run", "ty", "check")
     if args.ruff:
         session.run("uv", "run", "ruff", "check", ".", "--fix")
     if args.sqlfluff:
@@ -247,7 +243,7 @@ When testing the utilities themselves:
 The `docs/` directory is organized for MkDocs:
 - **docs/index.md**: Main landing page
 - **docs/getting-started/**: Setup guides (Docker, VSCode, Dev Container)
-- **docs/guides/**: Tool usage guides (uv, Ruff, Pyright, pre-commit, tools package)
+- **docs/guides/**: Tool usage guides (uv, Ruff, ty, pre-commit, tools package)
 - **docs/configurations/**: Detailed configuration references
 - **docs/usecases/**: Real-world examples (Jupyter, FastAPI, OpenCV)
 
@@ -260,7 +256,7 @@ GitHub Actions workflows in `.github/workflows/`:
 - **devcontainer.yml**: Validate Dev Container configuration
 - **format.yml**: Check Ruff formatting
 - **labeler.yml**: Add label in GitHub
-- **lint.yml**: Run Pyright + Ruff linting
+- **lint.yml**: Run Ruff + ty linting
 - **test.yml**: Run pytest with coverage
 - **gh-deploy.yml**: Deploy documentation to GitHub Pages
 
@@ -285,7 +281,7 @@ Critical environment variables (set in `.env.local`):
 - **Ruff replaces multiple tools**: No need for Black, isort, Flake8, etc.
 - **nox is the task runner**: Prefer `uv run nox -s <session>` over direct tool calls
 - **Test naming**: Use `test__*.py` pattern (double underscore)
-- **Type checking targets tools/ only**: Pyright only checks the `tools/` package, not tests
+- **Type checking**: ty checks both the `tools/` and `tests/` packages
 
 ## Template Usage Pattern
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 6beb84f4..c999cc66 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -27,7 +27,7 @@ Thank you for your interest in contributing to python-uv! This document provides
 
 ### Prerequisites
 
-- Python 3.10 or higher
+- Python 3.11 or higher
 - [uv](https://github.com/astral-sh/uv) package manager
 - Git
 - (Optional) Docker and VSCode with Dev Containers extension
@@ -71,7 +71,7 @@ uv run pre-commit install
 uv run nox -s test
 
 # Run linters
-uv run nox -s lint -- --pyright --ruff
+uv run nox -s lint -- --ruff --ty
 
 # Format code
 uv run nox -s fmt
@@ -132,7 +132,7 @@ git commit -m "changes"
 uv run nox -s fmt
 
 # 2. Run linters
-uv run nox -s lint -- --pyright --ruff
+uv run nox -s lint -- --ruff --ty
 
 # 3. Run tests with coverage
 uv run nox -s test
@@ -182,7 +182,7 @@ All checks must pass. PRs with failing checks will not be reviewed.
 ### General Guidelines
 
 - **Line length**: Maximum 88 characters (Black-compatible)
-- **Python version**: Target Python 3.10+ (or a specific stable version)
+- **Python version**: Target Python 3.11+ (or a specific stable version)
 - **Import order**: Automatically handled by Ruff
 - **Naming conventions**:
   - Classes: `PascalCase`
@@ -360,7 +360,7 @@ uv run ruff check . --fix
 uv run ruff format .
 
 # Check type errors
-uv run pyright
+uv run ty check
 
 # If type errors persist, add type hints or use type: ignore with justification
 ```
@@ -458,9 +458,9 @@ uv sync
 
 Before submitting your PR, verify:
 
-- [ ] Code follows project standards (Ruff, Pyright, type hints, docstring)
+- [ ] Code follows project standards (Ruff, ty, type hints, docstring)
 - [ ] All tests pass: `uv run nox -s test` (coverage ≥ 75%)
-- [ ] Linting passes: `uv run nox -s lint -- --pyright --ruff`
+- [ ] Linting passes: `uv run nox -s lint -- --ruff --ty`
 - [ ] Code is formatted: `uv run nox -s fmt`
 - [ ] Pre-commit hooks pass: `uv run pre-commit run --all-files`
 - [ ] Documentation updated (README, CLAUDE.md, or docs/)
diff --git a/README.md b/README.md
index fae2fe2b..a05384fd 100644
--- a/README.md
+++ b/README.md
@@ -4,8 +4,9 @@
 
 [![uv](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/uv/main/assets/badge/v0.json)](https://github.com/astral-sh/uv)
 [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
+[![ty](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ty/main/assets/badge/v0.json)](https://github.com/astral-sh/ty)
 
-[![Versions](https://img.shields.io/badge/python-3.10%20|%203.11%20|%203.12%20|%203.13%20|%203.14%20-green.svg)](https://github.com/a5chin/python-uv)
+[![Versions](https://img.shields.io/badge/python-3.11%20|%203.11%20|%203.12%20|%203.13%20|%203.14%20-green.svg)](https://github.com/a5chin/python-uv)
 ![code coverage](https://raw.githubusercontent.com/a5chin/python-uv/coverage-badge/coverage.svg?raw=true)
 
 [![Docker](https://github.com/a5chin/python-uv/actions/workflows/docker.yml/badge.svg)](https://github.com/a5chin/python-uv/actions/workflows/docker.yml)
@@ -15,7 +16,7 @@
 
 </div>
 
-A production-ready Python development environment template using modern tools: **uv** for blazing-fast package management, **Ruff** for lightning-fast linting and formatting, and **VSCode Dev Containers** for reproducible development environments.
+A production-ready Python development environment template using modern tools: **uv** for blazing-fast package management, **Ruff** for lightning-fast linting and formatting, **ty** for fast and reliable type checking, and **VSCode Dev Containers** for reproducible development environments.
 
 <div align="center">
 <img src="docs/img/ruff.gif" width="49%"> <img src="docs/img/jupyter.gif" width="49%">
@@ -44,7 +45,7 @@ A production-ready Python development environment template using modern tools: *
       - [**Timer** - Performance monitoring](#timer---performance-monitoring)
   - [⚙️ Configuration](#️-configuration)
     - [Ruff Configuration](#ruff-configuration)
-    - [Pyright Configuration](#pyright-configuration)
+    - [ty Configuration](#ty-configuration)
     - [Pytest Configuration](#pytest-configuration)
   - [🔄 CI/CD](#-cicd)
   - [🎨 VSCode Configuration](#-vscode-configuration)
@@ -61,7 +62,7 @@ A production-ready Python development environment template using modern tools: *
 - 🚀 **Ultra-fast package management** with [uv](https://github.com/astral-sh/uv) (10-100x faster than pip)
 - ⚡ **Lightning-fast linting & formatting** with [Ruff](https://github.com/astral-sh/ruff) (replacing Black, isort, Flake8, and more)
 - 🐳 **Dev Container ready** - Consistent development environment across all machines
-- 🔍 **Type checking** with Pyright
+- 🔍 **Type checking** with ty
 - ✅ **Pre-configured testing** with pytest (75% coverage requirement)
 - 🔄 **Automated CI/CD** with GitHub Actions
 - 📦 **Reusable utilities** - Logger, configuration management, and performance tracing tools
@@ -92,7 +93,7 @@ A production-ready Python development environment template using modern tools: *
 
    # Format and lint
    uv run nox -s fmt
-   uv run nox -s lint -- --pyright --ruff
+   uv run nox -s lint -- --ruff --ty
    ```
 
 ### Using Docker Only
@@ -107,7 +108,7 @@ docker run -it --rm -v $(pwd):/workspace python-uv
 
 ### Local Setup (Without Docker)
 
-**Prerequisites**: Python 3.10+ and [uv](https://github.com/astral-sh/uv)
+**Prerequisites**: Python 3.11+ and [uv](https://github.com/astral-sh/uv)
 
 ```bash
 # Install uv (if not already installed)
@@ -150,11 +151,11 @@ This project uses **nox** for task automation. All common development tasks are
 # Format code with Ruff
 uv run nox -s fmt
 
-# Run linters (Pyright + Ruff)
-uv run nox -s lint -- --pyright --ruff
+# Run linters (Ruff + ty)
+uv run nox -s lint -- --ruff --ty
 
-# Run only Pyright
-uv run nox -s lint -- --pyright
+# Run only ty
+uv run nox -s lint -- --ty
 
 # Run only Ruff linter
 uv run nox -s lint -- --ruff
@@ -181,8 +182,8 @@ uv run ruff format .
 # Lint with Ruff
 uv run ruff check . --fix
 
-# Type check with Pyright
-uv run pyright
+# Type check with ty
+uv run ty check
 ```
 
 ### Pre-commit Hooks
@@ -243,7 +244,6 @@ uv run mkdocs gh-deploy
 ├── noxfile.py              # Task automation configuration (test, lint, fmt)
 ├── pyproject.toml          # Project metadata and dependencies (uv)
 ├── ruff.toml               # Ruff linter/formatter configuration
-├── pyrightconfig.json      # Pyright type checking configuration
 └── pytest.ini              # Pytest configuration (75% coverage requirement)
 ```
 
@@ -310,17 +310,15 @@ Ruff replaces multiple tools (Black, isort, Flake8, pydocstyle, pyupgrade, autof
 
 > See [Ruff documentation](https://docs.astral.sh/ruff/) for customization options.
 
-### Pyright Configuration
+### ty Configuration
 
 Static type checking for Python code.
 
-**Key settings in `pyrightconfig.json`:**
-- **Python version**: 3.14
-- **Type checking mode**: Standard
-- **Include**: `tools/` package only
-- **Virtual environment**: `.venv`
+**Key settings in `ty.toml`:**
+- **Include**: `tools/` and `tests/` packages
+- **Exclude**: Cache directories (`__pycache__`, `.pytest_cache`, `.ruff_cache`, `.venv`)
 
-> See [Pyright documentation](https://github.com/microsoft/pyright) for advanced configuration.
+> See [ty documentation](https://github.com/astral-sh/ty) for advanced configuration.
 
 ### Pytest Configuration
 
@@ -346,7 +344,7 @@ Automated workflows ensure code quality and consistency. All workflows run on pu
 | `devcontainer.yml` | Validate Dev Container configuration | devcontainer CLI |
 | `format.yml` | Check code formatting | Ruff |
 | `labeler.yml` | Add label in GitHub | GitHub |
-| `lint.yml` | Run static analysis | Pyright, Ruff |
+| `lint.yml` | Run static analysis | Ruff, ty |
 | `test.yml` | Run test suite with coverage | pytest, coverage |
 | `gh-deploy.yml` | Deploy documentation to GitHub Pages | MkDocs |
 | `pr-agent.yml` | Automated PR reviews | Qodo AI PR Agent |
@@ -358,7 +356,7 @@ The Dev Container includes pre-configured extensions and settings for optimal Py
 
 **Python Development:**
 - **Ruff** - Fast linting and formatting
-- **Pyright** - Static type checking
+- **ty** - Static type checking
 - **Python** - Core Python support
 - **autodocstring** - Automatic docstring generation
 - **python-indent** - Correct Python indentation
@@ -407,7 +405,7 @@ Comprehensive documentation is available at **[https://a5chin.github.io/python-u
 
 **Topics covered:**
 - 🚀 **Getting Started** - Docker, VSCode, Dev Containers setup
-- ⚙️ **Tool Configurations** - uv, Ruff, Pyright, pre-commit
+- ⚙️ **Tool Configurations** - uv, Ruff, ty, pre-commit
 - 🧪 **Testing Strategies** - pytest, coverage, and best practices
 - 🛠️ **Utility Modules** - Config, logger, and tracer guides
 - 💡 **Use Cases** - Jupyter, FastAPI, OpenCV examples
@@ -430,7 +428,7 @@ This template is built on top of excellent open-source tools:
 
 - **[uv](https://github.com/astral-sh/uv)** by Astral - Ultra-fast Python package manager
 - **[Ruff](https://github.com/astral-sh/ruff)** by Astral - Lightning-fast linter and formatter
-- **[Pyright](https://github.com/microsoft/pyright)** by Microsoft - Static type checker for Python
+- **[ty](https://github.com/astral-sh/ty)** by Astral - Static type checker for Python
 - **[nox](https://nox.thea.codes/)** - Flexible task automation for Python
 - **[pytest](https://pytest.org/)** - Testing framework for Python
 - **[MkDocs](https://www.mkdocs.org/)** - Documentation site generator
diff --git a/docs/configurations/index.md b/docs/configurations/index.md
index 06abeac7..5153c646 100644
--- a/docs/configurations/index.md
+++ b/docs/configurations/index.md
@@ -7,9 +7,9 @@ This section provides detailed information about how each tool in this template
 The development environment includes configuration files for:
 
 - **uv** - Package management and Python version
-- **Ruff** - Linting and formatting rules for Python
+- **Ruff** - Linting and formatting rules
 - **SQLFluff** - Linting and formatting rules for SQL
-- **Pyright** - Type checking strictness
+- **ty** - Type checking strictness
 - **pytest** - Testing and coverage
 - **pre-commit** - Automated quality checks
 
@@ -20,9 +20,9 @@ Each tool is configured through dedicated configuration files in the repository
 | File | Tool | Purpose |
 |------|------|---------|
 | `pyproject.toml` | uv, Project | Dependencies and project metadata |
-| `ruff.toml` | Ruff | Python linting and formatting rules |
+| `ruff.toml` | Ruff | Linting and formatting rules |
+| `ty.toml` | ty | Type checking configuration |
 | `.sqlfluff` | SQLFluff | SQL linting and formatting rules |
-| `pyrightconfig.json` | Pyright | Type checking configuration |
 | `pytest.ini` | pytest | Testing and coverage settings |
 | `.pre-commit-config.yaml` | pre-commit | Hook definitions |
 | `noxfile.py` | nox | Task automation |
@@ -74,16 +74,15 @@ uv run sqlfluff fix .
 uv run nox -s lint -- --sqlfluff
 ```
 
-### [Pyright Configuration](pyright.md)
+### [ty Configuration](ty.md)
 Configure type checking behavior:
-- Type checking mode (standard)
-- Python version target (3.14)
 - Include/exclude patterns
-- Virtual environment detection
+- Source directories
+- Cache exclusions
 
-**Key file**: `pyrightconfig.json`
+**Key file**: `ty.toml`
 
-[→ Read full Pyright configuration guide](pyright.md)
+[→ Read full ty configuration guide](ty.md)
 
 ### [pytest Configuration](test.md)
 Set up testing and coverage:
@@ -126,12 +125,12 @@ ignore = []  # Remove exclusions to enable all rules
 addopts = --cov-fail-under=90  # Increase from 75% to 90%
 ```
 
-**Enable stricter type checking:**
-```json
-// pyrightconfig.json
-{
-  "typeCheckingMode": "strict"  // Change from "standard"
-}
+**Configure type checking:**
+```toml
+# ty.toml
+[src]
+include = ["tools", "tests", "your_package"]
+exclude = ["**/__pycache__", ".pytest_cache", ".ruff_cache", ".venv"]
 ```
 
 ### Adding New Dependencies
@@ -157,7 +156,7 @@ Both commands automatically update `pyproject.toml` and `uv.lock`.
 name = "your-project-name"
 version = "1.0.0"
 description = "Your project description"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 ```
 
 **Configure FastAPI settings:**
@@ -191,14 +190,14 @@ ignore = [
 
 Ensure configurations work together:
 - Ruff's line length should match your formatting preferences
-- Python version in `pyrightconfig.json` should match `pyproject.toml`
+- Type checking directories in `ty.toml` should match your project structure
 - Test patterns should align with your file structure
 
 ### 4. Version Control
 
 Commit configuration files to git:
 ```bash
-git add pyproject.toml ruff.toml pyrightconfig.json pytest.ini .pre-commit-config.yaml
+git add pyproject.toml ruff.toml ty.toml pytest.ini .pre-commit-config.yaml
 git commit -m "Update project configurations"
 ```
 
@@ -310,6 +309,6 @@ rm .black.toml setup.cfg .isort.cfg
 
 - **uv**: [Official Documentation](https://docs.astral.sh/uv)
 - **Ruff**: [Official Documentation](https://docs.astral.sh/ruff)
-- **Pyright**: [Official Documentation](https://github.com/microsoft/pyright)
+- **ty**: [Official Documentation](https://github.com/astral-sh/ty)
 - **pytest**: [Official Documentation](https://docs.pytest.org)
 - **pre-commit**: [Official Documentation](https://pre-commit.com)
diff --git a/docs/configurations/pyright.md b/docs/configurations/pyright.md
deleted file mode 100644
index b9d617f5..00000000
--- a/docs/configurations/pyright.md
+++ /dev/null
@@ -1,25 +0,0 @@
-# Pyright Configurations
-
-!!! TIP
-    Official documentation for Pyright is available at [https://microsoft.github.io/pyright](https://microsoft.github.io/pyright)
-
-!!! DANGER
-    If you want to create new directories in the root directory, you must add them to the `include` list in the `pyrightconfig.json` file.
-
-```{.json title="pyrightconfig.json"}
-{
-    "pythonVersion": "3.14",
-    "pythonPlatform": "All",
-    "venv": ".venv",
-    "typeCheckingMode": "standard",
-    "include": [
-        "tools"
-    ],
-    "exclude": [
-        "**/__pycache__",
-        ".pytest_cache",
-        ".ruff_cache",
-        ".venv"
-    ],
-}
-```
diff --git a/docs/configurations/ty.md b/docs/configurations/ty.md
new file mode 100644
index 00000000..2302d313
--- /dev/null
+++ b/docs/configurations/ty.md
@@ -0,0 +1,34 @@
+# ty Configurations
+
+!!! TIP
+    Official documentation for ty is available at [https://github.com/astral-sh/ty](https://github.com/astral-sh/ty)
+
+!!! INFO
+    ty is a fast type checker for Python built by Astral (the creators of uv and Ruff).
+
+```{.toml title="ty.toml"}
+[src]
+include = ["tools", "tests", "noxfile.py"]
+exclude = ["**/__pycache__", ".pytest_cache", ".ruff_cache", ".venv"]
+```
+
+## Configuration Options
+
+- **include**: List of directories or files to include in type checking
+  - Currently includes `tools/` package, `tests/` directory, and `noxfile.py`
+
+- **exclude**: List of patterns to exclude from type checking
+  - Cache directories: `**/__pycache__`, `.pytest_cache`, `.ruff_cache`
+  - Virtual environment: `.venv`
+
+## Adding New Directories
+
+!!! DANGER
+    If you create new directories in the root directory that should be type-checked, you must add them to the `include` list in the `ty.toml` file.
+
+Example:
+```toml
+[src]
+include = ["tools", "tests", "noxfile.py", "your_new_package"]
+exclude = ["**/__pycache__", ".pytest_cache", ".ruff_cache", ".venv"]
+```
diff --git a/docs/getting-started/index.md b/docs/getting-started/index.md
index d0830dd0..c791d638 100644
--- a/docs/getting-started/index.md
+++ b/docs/getting-started/index.md
@@ -75,7 +75,7 @@ For advanced users who prefer to work directly on their host machine.
 
 **Requirements:**
 
-- Python 3.10 or higher
+- Python 3.11 or higher
 - [uv](https://docs.astral.sh/uv/) package manager
 
 **Setup steps:**
@@ -113,7 +113,7 @@ uv run nox -s test
 uv run nox -s fmt
 
 # Run linters
-uv run nox -s lint -- --pyright --ruff
+uv run nox -s lint -- --ruff --ty
 ```
 
 If all commands complete successfully, you're ready to start developing! 🎉
diff --git a/docs/guides/index.md b/docs/guides/index.md
index 3f204b2b..badcb91d 100644
--- a/docs/guides/index.md
+++ b/docs/guides/index.md
@@ -7,9 +7,9 @@ This section provides comprehensive guides for using the tools and utilities inc
 This template includes several modern Python development tools, each serving a specific purpose:
 
 - **uv** - Ultra-fast package management (10-100x faster than pip)
-- **Ruff** - Lightning-fast linting and formatting for Python
+- **Ruff** - Lightning-fast linting and formatting
+- **ty** - Advanced type checking
 - **SQLFluff** - SQL linting and formatting
-- **Pyright** - Advanced type checking
 - **pytest** - Comprehensive testing framework
 - **nox** - Task automation and workflow management
 - **pre-commit** - Automated code quality checks
@@ -28,11 +28,11 @@ uv run nox -s fmt -- --sqlfluff         # Format SQL code
 uv run nox -s fmt -- --ruff --sqlfluff  # Format both
 
 # Run linters (you can specify which ones)
-uv run nox -s lint -- --pyright --ruff --sqlfluff  # All linters
-uv run nox -s lint -- --pyright --ruff             # Python only
-uv run nox -s lint -- --pyright                    # Pyright only
-uv run nox -s lint -- --ruff                       # Ruff only
-uv run nox -s lint -- --sqlfluff                   # SQL only
+uv run nox -s lint -- --ruff --sqlfluff --ty  # All linters
+uv run nox -s lint -- --ruff --ty             # Python only
+uv run nox -s lint -- --ruff                  # Ruff only
+uv run nox -s lint -- --sqlfluff              # SQL only
+uv run nox -s lint -- --ty                    # ty only
 
 # Run tests with coverage (75% minimum required)
 uv run nox -s test
@@ -103,26 +103,26 @@ uv run ruff check . --fix
 
 [→ Read the full Ruff guide](ruff.md)
 
-### [Pyright Guide](pyright.md)
+### [ty Guide](ty.md)
 
-Use Pyright for comprehensive type checking:
+Use ty for comprehensive type checking:
 
 - Running type checks
 - Understanding type errors
-- Configuring type checking strictness
+- Configuring type checking
 - Integrating with your editor
 
 **Quick reference:**
 
 ```bash
 # Run type checker
-uv run pyright
+uv run ty check
 
-# Check specific files
-uv run pyright tools/logger/
+# Check via nox
+uv run nox -s lint -- --ty
 ```
 
-[→ Read the full Pyright guide](pyright.md)
+[→ Read the full ty guide](ty.md)
 
 ## Testing
 
diff --git a/docs/guides/pyright.md b/docs/guides/pyright.md
deleted file mode 100644
index 964a91ef..00000000
--- a/docs/guides/pyright.md
+++ /dev/null
@@ -1,13 +0,0 @@
-# Pyright User Guides on this repository
-
-!!! TIP
-    Official documentation for Pyright is available at [https://microsoft.github.io/pyright](https://microsoft.github.io/pyright)
-
-## How to use Pyright
-If you want to run Pyright to manually check types in your Python code, run the following command:
-```sh
-uv run pyright
-```
-
-## Pyright Configurations
-If you want to configure the Pyright, visit the [Configuration for Pyright](../configurations/pyright.md) page.
diff --git a/docs/guides/ty.md b/docs/guides/ty.md
new file mode 100644
index 00000000..f1c01cd7
--- /dev/null
+++ b/docs/guides/ty.md
@@ -0,0 +1,46 @@
+# ty User Guide
+
+!!! TIP
+    Official documentation for ty is available at [https://github.com/astral-sh/ty](https://github.com/astral-sh/ty)
+
+## What is ty?
+
+ty is a fast type checker for Python built by Astral (the creators of uv and Ruff). It provides static type checking to catch type errors before runtime.
+
+## How to use ty
+
+If you want to run ty to manually check types in your Python code, run the following command:
+```sh
+uv run ty check
+```
+
+## Running ty via nox
+
+You can also run ty through the nox lint session:
+```sh
+# Run only ty
+uv run nox -s lint -- --ty
+
+# Run both Ruff and ty
+uv run nox -s lint -- --ruff --ty
+```
+
+## ty Configuration
+
+If you want to configure ty, visit the [Configuration for ty](../configurations/ty.md) page.
+
+## Integration with Development Workflow
+
+ty is integrated into the development workflow in multiple ways:
+
+### Pre-commit Hooks
+ty runs automatically before each commit when pre-commit hooks are installed:
+```sh
+uv run pre-commit install
+```
+
+### CI/CD
+GitHub Actions runs ty on every push and pull request to the main branch. See the workflow configuration in `.github/workflows/lint.yml`.
+
+### VSCode Integration
+VSCode uses ty for type checking when `python.languageServer` is set to `"None"` in `.vscode/settings.json`.
diff --git a/docs/index.md b/docs/index.md
index 35a0c4d1..48bcc8ce 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -15,7 +15,7 @@ This repository provides a complete, batteries-included development environment
 - **Ultra-fast package management** - [uv](https://github.com/astral-sh/uv) is 10-100x faster than pip
 - **Lightning-fast code quality** - [Ruff](https://github.com/astral-sh/ruff) replaces Black, isort, Flake8, and more
 - **SQL linting** - [SQLFluff](https://github.com/sqlfluff/sqlfluff) for SQL code quality
-- **Type safety** - Pyright for comprehensive type checking
+- **Type safety** - ty for comprehensive type checking
 - **Automated testing** - pytest with 75% coverage requirement
 - **Task automation** - nox for streamlined development workflows
 - **Pre-commit hooks** - Automatic code quality checks before every commit
@@ -48,7 +48,7 @@ This repository provides a complete, batteries-included development environment
 
 - Automated testing with pytest
 - Code coverage tracking (75% minimum)
-- Type checking with Pyright
+- Type checking with ty
 - Continuous integration workflows
 
 ## Quick Navigation
@@ -68,7 +68,7 @@ Learn how to use the tools and utilities:
 
 - [uv Guide](guides/uv.md) - Package management commands
 - [Ruff Guide](guides/ruff.md) - Linting and formatting
-- [Pyright Guide](guides/pyright.md) - Type checking
+- [ty Guide](guides/ty.md) - Type checking
 - [Testing Guide](guides/test.md) - Running tests with pytest
 - [Pre-commit Guide](guides/pre-commit.md) - Automated quality checks
 - [Built-in Utilities](guides/tools/index.md) - Logger, Config, Timer
@@ -79,7 +79,7 @@ Deep dive into tool configurations:
 
 - [uv Configuration](configurations/uv.md) - Package manager settings
 - [Ruff Configuration](configurations/ruff.md) - Linter and formatter rules
-- [Pyright Configuration](configurations/pyright.md) - Type checker settings
+- [ty Configuration](configurations/ty.md) - Type checker settings
 - [pytest Configuration](configurations/test.md) - Testing framework setup
 - [Pre-commit Configuration](configurations/pre-commit.md) - Hook definitions
 
@@ -106,7 +106,7 @@ See practical examples:
 ├── noxfile.py              # Task automation
 ├── pyproject.toml          # Project metadata
 ├── ruff.toml               # Ruff configuration
-├── pyrightconfig.json      # Type checking config
+├── ty.toml                 # Type checking config
 └── pytest.ini              # Testing configuration
 ```
 
@@ -123,7 +123,7 @@ uv run nox -s fmt -- --ruff
 uv run nox -s fmt -- --sqlfluff
 
 # Run linters
-uv run nox -s lint -- --pyright --ruff --sqlfluff
+uv run nox -s lint -- --ruff --sqlfluff --ty
 
 # Run tests
 uv run nox -s test
@@ -147,4 +147,4 @@ uv add requests pandas
 - [GitHub Repository](https://github.com/a5chin/python-uv)
 - [uv Documentation](https://docs.astral.sh/uv)
 - [Ruff Documentation](https://docs.astral.sh/ruff)
-- [Pyright Documentation](https://github.com/microsoft/pyright)
+- [ty Documentation](https://github.com/astral-sh/ty)
diff --git a/mkdocs.yml b/mkdocs.yml
index 38324cb0..fb359718 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -54,7 +54,7 @@ nav:
       - guides/index.md
       - uv: guides/uv.md
       - Ruff: guides/ruff.md
-      - Pyright: guides/pyright.md
+      - ty: guides/ty.md
       - pre-commit: guides/pre-commit.md
       - Test: guides/test.md
       - cookiecutter: guides/cookiecutter.md
@@ -67,7 +67,7 @@ nav:
       - configurations/index.md
       - uv: configurations/uv.md
       - Ruff: configurations/ruff.md
-      - Pyright: configurations/pyright.md
+      - ty: configurations/ty.md
       - pre-commit: configurations/pre-commit.md
       - Test: configurations/test.md
   - Usecases:
diff --git a/noxfile.py b/noxfile.py
index 964e03b7..44c26e6d 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -1,3 +1,5 @@
+from __future__ import annotations
+
 from typing import Any
 
 import nox
@@ -12,9 +14,9 @@ class CLIArgs(
     """CLIArgs is a class that extends BaseSettings to handle command line arguments."""
 
     junitxml: str = ""
-    pyright: bool = False
     ruff: bool = False
     sqlfluff: bool = False
+    ty: bool = False
 
     @classmethod
     def parse(cls, posargs: list[str]) -> CLIArgs:
@@ -64,26 +66,26 @@ def fmt(session: nox.Session) -> None:
 
 @nox.session(python=False)
 def lint(session: nox.Session) -> None:
-    """Lint the code using Pyright and Ruff.
+    """Lint the code using Ruff and ty.
 
     Args:
         session (nox.Session): The Nox session object.
 
     Examples:
-        >>> uv run nox -s lint -- --pyright --ruff --sqlfluff
+        >>> uv run nox -s lint -- --ruff --sqlfluff --ty
 
     """
     args = CLIArgs.parse(session.posargs)
 
-    if args.pyright:
-        session.run("uv", "run", "pyright")
-        session.log("✅ Pyright linting completed successfully.")
     if args.ruff:
         session.run("uv", "run", "ruff", "check", ".", "--fix")
         session.log("✅ Ruff linting completed successfully.")
     if args.sqlfluff:
         session.run("uv", "run", "sqlfluff", "lint", ".")
         session.log("✅ SQLFluff linting completed successfully.")
+    if args.ty:
+        session.run("uv", "run", "ty", "check")
+        session.log("✅ ty linting completed successfully.")
 
 
 @nox.session(python=False)
diff --git a/pyproject.toml b/pyproject.toml
index 5ea88c4f..75725706 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ description = "This repository contains configurations to set up a Python develo
 authors = [{ name = "a5chin", email = "a5chin.origin+contact@gmail.com" }]
 maintainers = [{ name = "a5chin", email = "a5chin.origin+contact@gmail.com" }]
 
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 readme = "README.md"
 license = { file = "LICENSE" }
 
@@ -27,11 +27,11 @@ dev = [
     "mkdocs-material>=9.6.21",
     "nox>=2025.5.1",
     "pre-commit>=4.3.0",
-    "pyright>=1.1.406",
     "pytest>=8.4.2",
     "pytest-cov>=7.0.0",
     "ruff>=0.14.0",
     "sqlfluff>=3.5.0",
+    "ty>=0.0.9",
 ]
 
 [tool.hatch.build.targets.wheel]
diff --git a/pyrightconfig.json b/pyrightconfig.json
deleted file mode 100644
index cade42e5..00000000
--- a/pyrightconfig.json
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-    "pythonVersion": "3.14",
-    "pythonPlatform": "All",
-    "venv": ".venv",
-    "typeCheckingMode": "standard",
-    "include": [
-        "tools"
-    ],
-    "exclude": [
-        "**/__pycache__",
-        ".pytest_cache",
-        ".ruff_cache",
-        ".venv"
-    ]
-}
diff --git a/ty.toml b/ty.toml
new file mode 100644
index 00000000..d8b10298
--- /dev/null
+++ b/ty.toml
@@ -0,0 +1,3 @@
+[src]
+include = ["tools", "tests", "noxfile.py"]
+exclude = ["**/__pycache__", ".pytest_cache", ".ruff_cache", ".venv"]
diff --git a/uv.lock b/uv.lock
index 0904f628..beb6658b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,11 +1,10 @@
 version = 1
 revision = 2
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 resolution-markers = [
     "python_full_version >= '3.14'",
     "python_full_version == '3.13.*'",
-    "python_full_version >= '3.11' and python_full_version < '3.13'",
-    "python_full_version < '3.11'",
+    "python_full_version < '3.13'",
 ]
 
 [[package]]
@@ -22,7 +21,6 @@ name = "anyio"
 version = "4.12.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
@@ -90,11 +88,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/74/cd/15777dfde1c29d96de7f18edf4cc94c385646852e7c7b0320aa91ccca583/argon2_cffi_bindings-25.1.0-cp39-abi3-win32.whl", hash = "sha256:473bcb5f82924b1becbb637b63303ec8d10e84c8d241119419897a26116515d2", size = 27180, upload-time = "2025-07-30T10:01:57.759Z" },
     { url = "https://files.pythonhosted.org/packages/e2/c6/a759ece8f1829d1f162261226fbfd2c6832b3ff7657384045286d2afa384/argon2_cffi_bindings-25.1.0-cp39-abi3-win_amd64.whl", hash = "sha256:a98cd7d17e9f7ce244c0803cad3c23a7d379c301ba618a5fa76a67d116618b98", size = 31715, upload-time = "2025-07-30T10:01:58.56Z" },
     { url = "https://files.pythonhosted.org/packages/42/b9/f8d6fa329ab25128b7e98fd83a3cb34d9db5b059a9847eddb840a0af45dd/argon2_cffi_bindings-25.1.0-cp39-abi3-win_arm64.whl", hash = "sha256:b0fdbcf513833809c882823f98dc2f931cf659d9a1429616ac3adebb49f5db94", size = 27149, upload-time = "2025-07-30T10:01:59.329Z" },
-    { url = "https://files.pythonhosted.org/packages/11/2d/ba4e4ca8d149f8dcc0d952ac0967089e1d759c7e5fcf0865a317eb680fbb/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:6dca33a9859abf613e22733131fc9194091c1fa7cb3e131c143056b4856aa47e", size = 24549, upload-time = "2025-07-30T10:02:00.101Z" },
-    { url = "https://files.pythonhosted.org/packages/5c/82/9b2386cc75ac0bd3210e12a44bfc7fd1632065ed8b80d573036eecb10442/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:21378b40e1b8d1655dd5310c84a40fc19a9aa5e6366e835ceb8576bf0fea716d", size = 25539, upload-time = "2025-07-30T10:02:00.929Z" },
-    { url = "https://files.pythonhosted.org/packages/31/db/740de99a37aa727623730c90d92c22c9e12585b3c98c54b7960f7810289f/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d588dec224e2a83edbdc785a5e6f3c6cd736f46bfd4b441bbb5aa1f5085e584", size = 28467, upload-time = "2025-07-30T10:02:02.08Z" },
-    { url = "https://files.pythonhosted.org/packages/71/7a/47c4509ea18d755f44e2b92b7178914f0c113946d11e16e626df8eaa2b0b/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5acb4e41090d53f17ca1110c3427f0a130f944b896fc8c83973219c97f57b690", size = 27355, upload-time = "2025-07-30T10:02:02.867Z" },
-    { url = "https://files.pythonhosted.org/packages/ee/82/82745642d3c46e7cea25e1885b014b033f4693346ce46b7f47483cf5d448/argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:da0c79c23a63723aa5d782250fbf51b768abca630285262fb5144ba5ae01e520", size = 29187, upload-time = "2025-07-30T10:02:03.674Z" },
 ]
 
 [[package]]
@@ -123,9 +116,6 @@ wheels = [
 name = "async-lru"
 version = "2.0.5"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
-]
 sdist = { url = "https://files.pythonhosted.org/packages/b2/4d/71ec4d3939dc755264f680f6c2b4906423a304c3d18e96853f0a595dfe97/async_lru-2.0.5.tar.gz", hash = "sha256:481d52ccdd27275f42c43a928b4a50c3bfb2d67af4e78b170e3e0bb39c66e5bb", size = 10380, upload-time = "2025-03-16T17:25:36.919Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/03/49/d10027df9fce941cb8184e78a02857af36360d33e1721df81c5ed2179a1a/async_lru-2.0.5-py3-none-any.whl", hash = "sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943", size = 6069, upload-time = "2025-03-16T17:25:35.422Z" },
@@ -225,11 +215,11 @@ wheels = [
 
 [[package]]
 name = "certifi"
-version = "2026.1.4"
+version = "2025.11.12"
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