diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 4a9a2539..d9b61a9a 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -39,13 +39,17 @@
                 "ms-python.python",
                 "ms-toolsai.jupyter",
                 "njpwerner.autodocstring",
+                "quary.sqruff",
                 "redhat.vscode-yaml",
                 "shardulm94.trailing-spaces",
-                "sqlfluff.vscode-sqlfluff",
                 "streetsidesoftware.code-spell-checker",
                 "tamasfe.even-better-toml",
                 "yzhang.markdown-all-in-one"
-            ]
+            ],
+            "settings": {
+                "python.defaultInterpreterPath": "./.venv/bin/python",
+                "sqruff.executablePath": "${workspaceFolder}/.venv/bin/sqruff"
+            }
         }
     },
     "containerEnv": {
diff --git a/.dockerignore b/.dockerignore
index 29a57931..cd205d42 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -182,7 +182,7 @@ pytest-coverage.txt
 .coveragerc
 .env.local
 .pre-commit-config.yaml
-.sqlfluff
+.sqruff
 assets
 LICENSE
 noxfile.py
diff --git a/.github/workflows/format.yml b/.github/workflows/format.yml
index 065f6fd3..9a57b644 100644
--- a/.github/workflows/format.yml
+++ b/.github/workflows/format.yml
@@ -8,7 +8,8 @@ on:
       - "**.py"
       - "**.sql"
       - ".python-version"
-      - ".sqlfluff"
+      - ".sqruff"
+      - ".sqruffignore"
       - "pyproject.toml"
       - "ruff.toml"
       - "uv.lock"
@@ -27,7 +28,7 @@ jobs:
       - name: Format by Ruff
         run: uv run nox -s fmt -- --ruff
 
-  sqlfluff:
+  sqruff:
     runs-on: ubuntu-latest
 
     steps:
@@ -37,5 +38,5 @@ jobs:
       - name: Setup Python with uv
         uses: ./.github/actions/setup-python-with-uv
 
-      - name: Format by SQLFluff
-        run: uv run nox -s fmt -- --sqlfluff
+      - name: Format by sqruff
+        run: uv run nox -s fmt -- --sqruff
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 9f7ad6b8..abe26c7e 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -8,7 +8,8 @@ on:
       - "**.py"
       - "**.sql"
       - ".python-version"
-      - ".sqlfluff"
+      - ".sqruff"
+      - ".sqruffignore"
       - "pyproject.toml"
       - "ruff.toml"
       - "ty.toml"
@@ -28,7 +29,7 @@ jobs:
       - name: Lint by Ruff
         run: uv run nox -s lint -- --ruff
 
-  sqlfluff:
+  sqruff:
     runs-on: ubuntu-latest
 
     steps:
@@ -38,8 +39,8 @@ 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 sqruff
+        run: uv run nox -s lint -- --sqruff
 
   ty:
     runs-on: ubuntu-latest
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f2b3c897..b85d4bab 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -6,48 +6,49 @@ repos:
     hooks:
       - id: end-of-file-fixer
         name: End of file fixer
-        description: "Ensure files end with a newline"
+        description: Ensure files end with a newline
 
       - id: check-json
         name: Check JSON
-        description: "Check that JSON files are valid"
+        description: Check that JSON files are valid
 
       - id: check-toml
         name: Check TOML
-        description: "Check that TOML files are valid"
+        description: Check that TOML files are valid
 
       - id: check-xml
         name: Check XML
-        description: "Check that XML files are valid"
+        description: Check that XML files are valid
 
       - id: check-yaml
         name: Check YAML
-        description: "Check that YAML files are valid"
+        description: Check that YAML files are valid
 
       - id: detect-private-key
         name: Detect private key
-        description: "Detect private keys in files"
+        description: Detect private keys in files
 
       - id: trailing-whitespace
         name: Trailing whitespace
-        description: "Remove trailing whitespace from files"
+        description: Remove trailing whitespace from files
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.12.8
     hooks:
+      - id: ruff-format
+        name: Python Format
+        description: Run 'ruff format' for extremely fast Python formatting
+
       - id: ruff
-        name: Ruff check
-        description: "Run 'ruff check' for extremely fast Python linting"
+        name: Python Lint
+        description: Run 'ruff check' for extremely fast Python linting
         args: [--fix]
 
-      - id: ruff-format
-        name: Ruff format
-        description: "Run 'ruff format' for extremely fast Python formatting"
-
   - repo: local
     hooks:
       - id: ty
-        name: ty check
+        name: Python Type Check
+        description: Run 'ty check' for Python type checking
         entry: uv run ty check
         language: python
         types: [python]
@@ -56,28 +57,33 @@ repos:
     rev: v1.7.10
     hooks:
       - id: actionlint
+        name: GitHub Actions Lint
+        description: Lint GitHub Actions workflows
 
   - repo: https://github.com/hadolint/hadolint
     rev: v2.12.0
     hooks:
       - id: hadolint
-        name: Lint Dockerfiles
+        name: Dockerfile Lint
         description: Runs hadolint to lint Dockerfiles
         language: system
-        types: ["dockerfile"]
+        types: [dockerfile]
         entry: hadolint
 
-  - repo: https://github.com/sqlfluff/sqlfluff
-    rev: 3.5.0
+  - repo: local
     hooks:
-      - id: sqlfluff-lint
-        name: SQLFluff Lint
-        description: "Lints sql files with `SQLFluff`"
+      - id: sqruff-fix
+        name: SQL Format
+        description: Run 'sqruff fix' for SQL formatting
+        entry: uv run sqruff fix
+        language: python
         types: [sql]
 
-      - id: sqlfluff-fix
-        name: SQLFluff Fix
-        description: "Fixes sql lint errors with `SQLFluff`"
+      - id: sqruff-lint
+        name: SQL Lint
+        description: Run 'sqruff lint' for SQL linting
+        entry: uv run sqruff lint
+        language: python
         types: [sql]
 
 ci:
diff --git a/.sqlfluff b/.sqlfluff
deleted file mode 100644
index f2b8c817..00000000
--- a/.sqlfluff
+++ /dev/null
@@ -1,14 +0,0 @@
-[sqlfluff]
-dialect = bigquery
-max_line_length = 80
-
-exclude_rules =
-
-[sqlfluff:indentation]
-tab_space_size = 2
-
-[sqlfluff:rules:ambiguous.join]
-fully_qualify_join_types = both
-
-[sqlfluff:rules:structure.unused_join]
-forbid_unused_join = True
diff --git a/.sqruff b/.sqruff
new file mode 100644
index 00000000..538ca889
--- /dev/null
+++ b/.sqruff
@@ -0,0 +1,15 @@
+[sqruff]
+dialect = bigquery
+templater = jinja
+sql_file_exts = .sql
+max_line_length = 80
+exclude_rules =
+rules = all
+
+[sqruff:indentation]
+indent_unit = space
+tab_space_size = 2
+indented_joins = True
+
+[sqruff:rules:ambiguous.join]
+fully_qualify_join_types = both
diff --git a/.sqlfluffignore b/.sqruffignore
similarity index 99%
rename from .sqlfluffignore
rename to .sqruffignore
index 85d3f0cb..4d6df9a4 100644
--- a/.sqlfluffignore
+++ b/.sqruffignore
@@ -194,4 +194,3 @@ cython_debug/
 # dbt
 dbt_packages/
 logs/
-target/
diff --git a/.vscode/cspell.json b/.vscode/cspell.json
index 20de7405..98127ed8 100644
--- a/.vscode/cspell.json
+++ b/.vscode/cspell.json
@@ -10,6 +10,7 @@
         "apdisk",
         "autoflake",
         "autolabeler",
+        "basedpyright",
         "beartype",
         "buildkit",
         "buildx",
@@ -17,6 +18,7 @@
         "celerybeat",
         "charliermarsh",
         "classmethod",
+        "codebook",
         "commitable",
         "configfile",
         "connor",
@@ -86,6 +88,7 @@
         "pytype",
         "pyupgrade",
         "qodo",
+        "quary",
         "redoc",
         "reviewdog",
         "rootdir",
@@ -98,14 +101,17 @@
         "spyderproject",
         "spyproject",
         "sqlalchemy",
-        "sqlfluff",
+        "sqruff",
+        "sqruffignore",
         "stmts",
         "superfences",
         "tamasfe",
         "templater",
         "testpaths",
         "timemachine",
+        "tombi",
         "toolsai",
+        "trunc",
         "typer",
         "uline",
         "unittests",
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index f986eff4..bedd1548 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -14,9 +14,9 @@
         "njpwerner.autodocstring",
         "oderwat.indent-rainbow",
         "pkief.material-icon-theme",
+        "quary.sqruff",
         "redhat.vscode-yaml",
         "shardulm94.trailing-spaces",
-        "sqlfluff.vscode-sqlfluff",
         "streetsidesoftware.code-spell-checker",
         "tamasfe.even-better-toml",
         "usernamehw.errorlens",
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 6f05c582..c653022a 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -9,7 +9,7 @@
         "notebook.source.organizeImports": "explicit"
     },
     "notebook.formatOnSave.enabled": true,
-    "python.defaultInterpreterPath": ".venv/bin/python",
+    "python.defaultInterpreterPath": "${workspaceFolder}/.venv/bin/python",
     "python.languageServer": "None",
     "python.testing.autoTestDiscoverOnSaveEnabled": false,
     "python.testing.pytestEnabled": true,
@@ -17,10 +17,6 @@
         "tests"
     ],
     "python.testing.unittestEnabled": false,
-    "sqlfluff.config": ".sqlfluff",
-    "sqlfluff.executablePath": ".venv/bin/sqlfluff",
-    "sqlfluff.format.enabled": true,
-    "sqlfluff.linter.run": "onType",
     "terminal.integrated.defaultProfile.linux": "zsh",
     "terminal.integrated.profiles.linux": {
         "zsh": {
@@ -52,7 +48,7 @@
         "editor.tabSize": 4
     },
     "[sql]": {
-        "editor.defaultFormatter": "sqlfluff.vscode-sqlfluff",
+        "editor.defaultFormatter": "Quary.sqruff",
         "editor.tabSize": 2
     },
     "[toml]": {
diff --git a/.zed/settings.json b/.zed/settings.json
index a6895612..5840bb6b 100644
--- a/.zed/settings.json
+++ b/.zed/settings.json
@@ -19,9 +19,11 @@
             "tab_size": 4
         },
         "SQL": {
+            "language_servers": ["sqruff"],
             "formatter": {
                 "language_server": { "name": "sqruff" }
             },
+            "format_on_save": "on",
             "tab_size": 2
         },
         "TOML": {
diff --git a/CLAUDE.md b/CLAUDE.md
index b3522004..118ed7a5 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -45,20 +45,20 @@ uv run pytest
 # Format code with Ruff
 uv run nox -s fmt -- --ruff
 
-# Format SQL files with SQLFluff
-uv run nox -s fmt -- --sqlfluff
+# Format SQL files with sqruff
+uv run nox -s fmt -- --sqruff
 
 # Format both Python and SQL
-uv run nox -s fmt -- --ruff --sqlfluff
+uv run nox -s fmt -- --ruff --sqruff
 
-# Lint with all tools (Ruff, SQLFluff, ty)
-uv run nox -s lint -- --ruff --sqlfluff --ty
+# Lint with all tools (Ruff, sqruff, ty)
+uv run nox -s lint -- --ruff --sqruff --ty
 
 # Lint with Ruff only
 uv run nox -s lint -- --ruff
 
 # Lint SQL files only
-uv run nox -s lint -- --sqlfluff
+uv run nox -s lint -- --sqruff
 
 # Lint with ty only
 uv run nox -s lint -- --ty
@@ -67,9 +67,9 @@ uv run nox -s lint -- --ty
 uv run ruff check . --fix
 uv run ruff format .
 
-# Run SQLFluff directly
-uv run sqlfluff lint .
-uv run sqlfluff fix .
+# Run sqruff directly
+uv run sqruff lint
+uv run sqruff fix
 
 # Run ty directly
 uv run ty check
@@ -176,11 +176,10 @@ Tests in `tests/tools/` mirror the package structure:
 - Reports: HTML + terminal
 - Import mode: importlib
 
-**SQLFluff (.sqlfluff)**:
+**sqruff (.sqruff)**:
 - Dialect: BigQuery
 - Max line length: 80
 - Tab space size: 2
-- Custom rules for join qualification and unused joins
 
 ### Nox Task Automation
 
@@ -199,8 +198,8 @@ def lint(session: nox.Session) -> None:
         session.run("uv", "run", "ty", "check")
     if args.ruff:
         session.run("uv", "run", "ruff", "check", ".", "--fix")
-    if args.sqlfluff:
-        session.run("uv", "run", "sqlfluff", "lint", ".")
+    if args.sqruff:
+        session.run("uv", "run", "sqruff", "lint")
 ```
 
 ## Key Patterns for Development
diff --git a/codebook.toml b/codebook.toml
index 5beb8e40..67287830 100644
--- a/codebook.toml
+++ b/codebook.toml
@@ -1,4 +1,5 @@
-words =  [
+words = [
+    "actionlint",
     "addopts",
     "anyio",
     "apdisk",
@@ -31,6 +32,7 @@ words =  [
     "fontawesome",
     "fseventsd",
     "googlecloud",
+    "hadolint",
     "htmlcov",
     "imread",
     "ipykernel",
@@ -94,7 +96,6 @@ words =  [
     "spyderproject",
     "spyproject",
     "sqlalchemy",
-    "sqlfluff",
     "sqruff",
     "stmts",
     "superfences",
@@ -113,5 +114,5 @@ words =  [
     "venv",
     "webassets",
     "yzhang",
-    "zenkaku"
+    "zenkaku",
 ]
diff --git a/docs/configurations/index.md b/docs/configurations/index.md
index c81e2bc9..7044f38e 100644
--- a/docs/configurations/index.md
+++ b/docs/configurations/index.md
@@ -8,7 +8,7 @@ The development environment includes configuration files for:
 
 - **uv** - Package management and Python version
 - **Ruff** - Linting and formatting rules
-- **SQLFluff** - Linting and formatting rules for SQL
+- **sqruff** - Linting and formatting rules for SQL
 - **ty** - Type checking strictness
 - **pytest** - Testing and coverage
 - **pre-commit** - Automated quality checks
@@ -22,7 +22,7 @@ Each tool is configured through dedicated configuration files in the repository
 | `pyproject.toml`          | uv, Project | Dependencies and project metadata |
 | `ruff.toml`               | Ruff        | Linting and formatting rules      |
 | `ty.toml`                 | ty          | Type checking configuration       |
-| `.sqlfluff`               | SQLFluff    | SQL linting and formatting rules  |
+| `.sqruff`                 | sqruff      | SQL linting and formatting rules  |
 | `pytest.ini`              | pytest      | Testing and coverage settings     |
 | `.pre-commit-config.yaml` | pre-commit  | Hook definitions                  |
 | `noxfile.py`              | nox         | Task automation                   |
@@ -53,25 +53,25 @@ Understand Ruff's linting and formatting rules:
 
 [→ Read full Ruff configuration guide](ruff.md)
 
-### SQLFluff Configuration
+### sqruff Configuration
 Configure SQL linting and formatting:
 - SQL dialect (BigQuery)
 - Line length (80 characters)
 - Indentation (2 spaces)
 - Custom rules for SQL best practices
 
-**Key file**: `.sqlfluff`
+**Key file**: `.sqruff`
 
 **Quick reference:**
 ```bash
 # Lint SQL files
-uv run sqlfluff lint .
+uv run sqruff lint
 
 # Fix SQL files
-uv run sqlfluff fix .
+uv run sqruff fix
 
 # Use via nox
-uv run nox -s lint -- --sqlfluff
+uv run nox -s lint -- --sqruff
 ```
 
 ### [ty Configuration](ty.md)
diff --git a/docs/configurations/pre-commit.md b/docs/configurations/pre-commit.md
index 6d3912d4..db314887 100644
--- a/docs/configurations/pre-commit.md
+++ b/docs/configurations/pre-commit.md
@@ -10,9 +10,9 @@
 - [https://github.com/astral-sh/ruff-pre-commit](https://github.com/astral-sh/ruff-pre-commit)
     - Ruff Lint
     - Ruff Format
-- [https://github.com/sqlfluff/sqlfluff](https://github.com/sqlfluff/sqlfluff)
-    - SQLFluff Lint
-    - SQLFluff Fix
+- [https://github.com/quarylabs/sqruff](https://github.com/quarylabs/sqruff)
+    - sqruff Lint
+    - sqruff Fix
 - [https://github.com/rhysd/actionlint](https://github.com/rhysd/actionlint)
     - actionlint
 - [https://github.com/hadolint/hadolint](https://github.com/hadolint/hadolint)
@@ -27,52 +27,86 @@ repos:
     rev: v5.0.0
     hooks:
       - id: end-of-file-fixer
+        name: End of file fixer
+        description: Ensure files end with a newline
+
       - id: check-json
+        name: Check JSON
+        description: Check that JSON files are valid
+
       - id: check-toml
+        name: Check TOML
+        description: Check that TOML files are valid
+
       - id: check-xml
+        name: Check XML
+        description: Check that XML files are valid
+
       - id: check-yaml
+        name: Check YAML
+        description: Check that YAML files are valid
+
       - id: detect-private-key
+        name: Detect private key
+        description: Detect private keys in files
+
       - id: trailing-whitespace
+        name: Trailing whitespace
+        description: Remove trailing whitespace from files
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.12.8
     hooks:
-      - id: ruff
-        name: Ruff check
-        description: "Run 'ruff check' for extremely fast Python linting"
+      - id: ruff-format
+        name: Python Format
+        description: Run 'ruff format' for extremely fast Python formatting
+
+      - id: ruff-lint
+        name: Python Lint
+        description: Run 'ruff check' for extremely fast Python linting
         args: [--fix]
 
-      - id: ruff-format
-        name: Ruff format
-        description: "Run 'ruff format' for extremely fast Python formatting"
+  - repo: local
+    hooks:
+      - id: ty
+        name: Python Type Check
+        description: Run 'ty check' for Python type checking
+        entry: uv run ty check
+        language: python
+        types: [python]
 
   - repo: https://github.com/rhysd/actionlint
     rev: v1.7.10
     hooks:
       - id: actionlint
+        name: GitHub Actions Lint
+        description: Lint GitHub Actions workflows
 
   - repo: https://github.com/hadolint/hadolint
     rev: v2.12.0
     hooks:
       - id: hadolint
-        name: Lint Dockerfiles
+        name: Dockerfile Lint
         description: Runs hadolint to lint Dockerfiles
         language: system
         types: ["dockerfile"]
         entry: hadolint
 
-  - repo: https://github.com/sqlfluff/sqlfluff
-    rev: 3.5.0
+  - repo: local
     hooks:
-      - id: sqlfluff-lint
-        name: SQLFluff Lint
-        description: "Lints sql files with `SQLFluff`"
-        types: [sql]
-
-      - id: sqlfluff-fix
-        name: SQLFluff Fix
-        description: "Fixes sql lint errors with `SQLFluff`"
-        types: [sql]
+      - id: sqruff-fix
+        name: SQL Format
+        description: Run 'sqruff fix' for SQL formatting
+        entry: uv run sqruff fix
+        language: python
+        types: [python]
+
+      - id: sqruff-lint
+        name: SQL Lint
+        description: Run 'sqruff lint' for SQL linting
+        entry: uv run sqruff lint
+        language: python
+        types: [python]
 
 ci:
   autoupdate_schedule: weekly
diff --git a/docs/configurations/uv.md b/docs/configurations/uv.md
index 1dfad60d..5204fadd 100644
--- a/docs/configurations/uv.md
+++ b/docs/configurations/uv.md
@@ -14,6 +14,7 @@ Set the `UV_PROJECT_ENVIRONMENT` not to create a virtual environment in the proj
     "runServices": [
         "vscode"
     ],
+    "remoteUser": "vscode",
     "workspaceFolder": "/workspace",
     "mounts": [
         {
@@ -45,26 +46,28 @@ Set the `UV_PROJECT_ENVIRONMENT` not to create a virtual environment in the proj
                 "mosapride.zenkaku",
                 "ms-azuretools.vscode-docker",
                 "ms-python.python",
-                "ms-python.vscode-pylance",
                 "ms-toolsai.jupyter",
                 "njpwerner.autodocstring",
+                "quary.sqruff",
                 "redhat.vscode-yaml",
                 "shardulm94.trailing-spaces",
-                "sqlfluff.vscode-sqlfluff",
                 "streetsidesoftware.code-spell-checker",
                 "tamasfe.even-better-toml",
                 "yzhang.markdown-all-in-one"
-            ]
+            ],
+            "settings": {
+                "python.defaultInterpreterPath": "./.venv/bin/python",
+                "sqruff.executablePath": "${workspaceFolder}/.venv/bin/sqruff"
+            }
         }
     },
     "containerEnv": {
         "DISPLAY": "dummy",
         "UV_PROJECT_ENVIRONMENT": "${containerWorkspaceFolder}/.venv"
     },
-    "updateContentCommand": "sudo chown -R vscode ${containerWorkspaceFolder}/.venv /home/${remoteUser}/.ssh",
+    "updateContentCommand": "sudo chown -R vscode /home/vscode/.cache /home/vscode/.ssh ${containerWorkspaceFolder}/.venv",
     "postCreateCommand": "uv sync --frozen",
-    "postStartCommand": "uv run pre-commit install",
-    "remoteUser": "vscode"
+    "postStartCommand": "uv run pre-commit install"
 }
 ```
 
diff --git a/docs/guides/index.md b/docs/guides/index.md
index 6010f6dd..321b8788 100644
--- a/docs/guides/index.md
+++ b/docs/guides/index.md
@@ -9,7 +9,7 @@ This template includes several modern Python development tools, each serving a s
 - **uv** - Ultra-fast package management (10-100x faster than pip)
 - **Ruff** - Lightning-fast linting and formatting
 - **ty** - Advanced type checking
-- **SQLFluff** - SQL linting and formatting
+- **sqruff** - SQL linting and formatting
 - **actionlint** - GitHub Actions workflow linting
 - **pytest** - Comprehensive testing framework
 - **nox** - Task automation and workflow management
@@ -24,16 +24,16 @@ This template includes several modern Python development tools, each serving a s
 
 ```bash
 # Format code
-uv run nox -s fmt -- --ruff             # Format Python code
-uv run nox -s fmt -- --sqlfluff         # Format SQL code
-uv run nox -s fmt -- --ruff --sqlfluff  # Format both
+uv run nox -s fmt -- --ruff --sqruff  # Format both
+uv run nox -s fmt -- --ruff           # Format Python code
+uv run nox -s fmt -- --sqruff         # Format SQL code
 
 # Run linters (you can specify which ones)
-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
+uv run nox -s lint -- --ruff --sqruff --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 -- --sqruff              # SQL only
+uv run nox -s lint -- --ty                  # ty only
 
 # Run tests with coverage (75% minimum required)
 uv run nox -s test
diff --git a/docs/index.md b/docs/index.md
index 25bda19a..ce74965c 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -14,7 +14,7 @@ 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
+- **SQL linting** - [sqruff](https://github.com/quarylabs/sqruff) for SQL code quality
 - **GitHub Actions linting** - [actionlint](https://github.com/rhysd/actionlint) for workflow file quality
 - **Type safety** - ty for comprehensive type checking
 - **Automated testing** - pytest with 75% coverage requirement
@@ -121,10 +121,10 @@ uv sync
 uv run nox -s fmt -- --ruff
 
 # Format SQL code
-uv run nox -s fmt -- --sqlfluff
+uv run nox -s fmt -- --sqruff
 
 # Run linters
-uv run nox -s lint -- --ruff --sqlfluff --ty
+uv run nox -s lint -- --ruff --sqruff --ty
 
 # Run tests
 uv run nox -s test
diff --git a/noxfile.py b/noxfile.py
index 836dc533..2c40afa1 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -16,7 +16,7 @@ class CLIArgs(
     cov_report: str = ""
     junitxml: str = ""
     ruff: bool = False
-    sqlfluff: bool = False
+    sqruff: bool = False
     ty: bool = False
 
     @classmethod
@@ -46,13 +46,13 @@ def parse(cls, posargs: list[str]) -> CLIArgs:
 
 @nox.session(python=False)
 def fmt(session: nox.Session) -> None:
-    """Format the code using Ruff and SQLFluff.
+    """Format the code using Ruff and sqruff.
 
     Args:
         session (nox.Session): The Nox session object.
 
     Examples:
-        >>> uv run nox -s fmt -- --ruff --sqlfluff
+        >>> uv run nox -s fmt -- --ruff --sqruff
 
     """
     args = CLIArgs.parse(session.posargs)
@@ -60,20 +60,20 @@ def fmt(session: nox.Session) -> None:
     if args.ruff:
         session.run("uv", "run", "ruff", "format", ".")
         session.log("✅ Ruff formatting completed successfully.")
-    if args.sqlfluff:
-        session.run("uv", "run", "sqlfluff", "fix", ".")
-        session.log("✅ SQLFluff formatting completed successfully.")
+    if args.sqruff:
+        session.run("uv", "run", "sqruff", "fix")
+        session.log("✅ sqruff formatting completed successfully.")
 
 
 @nox.session(python=False)
 def lint(session: nox.Session) -> None:
-    """Lint the code using Ruff, SQLFluff, and ty.
+    """Lint the code using Ruff, sqruff, and ty.
 
     Args:
         session (nox.Session): The Nox session object.
 
     Examples:
-        >>> uv run nox -s lint -- --ruff --sqlfluff --ty
+        >>> uv run nox -s lint -- --ruff --sqruff --ty
 
     """
     args = CLIArgs.parse(session.posargs)
@@ -81,9 +81,9 @@ def lint(session: nox.Session) -> None:
     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.sqruff:
+        session.run("uv", "run", "sqruff", "lint")
+        session.log("✅ sqruff linting completed successfully.")
     if args.ty:
         session.run("uv", "run", "ty", "check")
         session.log("✅ ty linting completed successfully.")
diff --git a/pyproject.toml b/pyproject.toml
index 2454ca2a..33be266f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,8 +29,9 @@ dev = [
     "pre-commit>=4.6.0",
     "pytest>=9.0.3",
     "pytest-cov>=7.1.0",
+    "regex>=2026.7.19",
     "ruff>=0.15.15",
-    "sqlfluff>=4.2.1",
+    "sqruff>=0.40.0",
     "ty>=0.0.40",
 ]
 
diff --git a/uv.lock b/uv.lock
index d6ba40ac..ec37a352 100644
--- a/uv.lock
+++ b/uv.lock
@@ -333,53 +333,6 @@ wheels = [
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 ]
 
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