diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index e83b24786d..b82b04afc6 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -5,6 +5,8 @@ updates:
     directory: /
     schedule:
       interval: daily
+    cooldown:
+      default-days: 7
     commit-message:
       prefix: ⬆
     labels: [dependencies, internal]
@@ -12,7 +14,9 @@ updates:
   - package-ecosystem: uv
     directory: /
     schedule:
-      interval: weekly
+      interval: daily
+    cooldown:
+      default-days: 7
     commit-message:
       prefix: ⬆
     labels: [dependencies, internal]
@@ -20,7 +24,9 @@ updates:
   - package-ecosystem: bun
     directory: /
     schedule:
-      interval: weekly
+      interval: daily
+    cooldown:
+      default-days: 7
     commit-message:
       prefix: ⬆
     labels: [dependencies, internal]
@@ -32,7 +38,9 @@ updates:
       - /backend
       - /frontend
     schedule:
-      interval: weekly
+      interval: daily
+    cooldown:
+      default-days: 7
     commit-message:
       prefix: ⬆
     labels: [dependencies, internal]
@@ -40,7 +48,18 @@ updates:
   - package-ecosystem: docker-compose
     directory: /
     schedule:
-      interval: weekly
+      interval: daily
+    cooldown:
+      default-days: 7
+    commit-message:
+      prefix: ⬆
+    labels: [dependencies, internal]
+  - package-ecosystem: "pre-commit"
+    directory: "/"
+    schedule:
+      interval: "daily"
+    cooldown:
+      default-days: 7
     commit-message:
       prefix: ⬆
     labels: [dependencies, internal]
diff --git a/.github/workflows/add-to-project.yml b/.github/workflows/add-to-project.yml
index 0308d7a07f..01a0824449 100644
--- a/.github/workflows/add-to-project.yml
+++ b/.github/workflows/add-to-project.yml
@@ -1,12 +1,14 @@
 name: Add to Project
 
 on:
-  pull_request_target:
+  pull_request_target: # zizmor: ignore[dangerous-triggers]
   issues:
     types:
       - opened
       - reopened
 
+permissions: {}
+
 jobs:
   add-to-project:
     name: Add to project
@@ -15,4 +17,4 @@ jobs:
       - uses: actions/add-to-project@244f685bbc3b7adfa8466e08b698b5577571133e # v1.0.2
         with:
           project-url: https://github.com/orgs/fastapi/projects/2
-          github-token: ${{ secrets.PROJECTS_TOKEN }}
+          github-token: ${{ secrets.PROJECTS_TOKEN }} # zizmor: ignore[secrets-outside-env]
diff --git a/.github/workflows/deploy-production.yml b/.github/workflows/deploy-production.yml
index 76965a4c45..84257bbcdf 100644
--- a/.github/workflows/deploy-production.yml
+++ b/.github/workflows/deploy-production.yml
@@ -5,8 +5,11 @@ on:
     types:
       - published
 
+permissions: {}
+
 jobs:
   deploy:
+    environment: production
     # Do not deploy in the main repository, only in user projects
     if: github.repository_owner != 'fastapi'
     runs-on:
@@ -28,5 +31,7 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
       - run: docker compose -f compose.yml --project-name ${{ secrets.STACK_NAME_PRODUCTION }} build
       - run: docker compose -f compose.yml --project-name ${{ secrets.STACK_NAME_PRODUCTION }} up -d
diff --git a/.github/workflows/deploy-staging.yml b/.github/workflows/deploy-staging.yml
index 30e3c1bda0..bb0c1dc286 100644
--- a/.github/workflows/deploy-staging.yml
+++ b/.github/workflows/deploy-staging.yml
@@ -5,8 +5,11 @@ on:
     branches:
       - master
 
+permissions: {}
+
 jobs:
   deploy:
+    environment: staging
     # Do not deploy in the main repository, only in user projects
     if: github.repository_owner != 'fastapi'
     runs-on:
@@ -28,5 +31,7 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
       - run: docker compose -f compose.yml --project-name ${{ secrets.STACK_NAME_STAGING }} build
       - run: docker compose -f compose.yml --project-name ${{ secrets.STACK_NAME_STAGING }} up -d
diff --git a/.github/workflows/detect-conflicts.yml b/.github/workflows/detect-conflicts.yml
index 3ac6f65e2f..38d526bd9b 100644
--- a/.github/workflows/detect-conflicts.yml
+++ b/.github/workflows/detect-conflicts.yml
@@ -1,9 +1,11 @@
 name: "Conflict detector"
 on:
   push:
-  pull_request_target:
+  pull_request_target: # zizmor: ignore[dangerous-triggers]
     types: [synchronize]
 
+permissions: {}
+
 jobs:
   main:
     permissions:
diff --git a/.github/workflows/issue-manager.yml b/.github/workflows/issue-manager.yml
index 99a87eddfb..2dd7802d5b 100644
--- a/.github/workflows/issue-manager.yml
+++ b/.github/workflows/issue-manager.yml
@@ -9,19 +9,20 @@ on:
   issues:
     types:
       - labeled
-  pull_request_target:
+  pull_request_target: # zizmor: ignore[dangerous-triggers]
     types:
       - labeled
   workflow_dispatch:
 
-permissions:
-  issues: write
-  pull-requests: write
+permissions: {}
 
 jobs:
   issue-manager:
     if: github.repository_owner == 'fastapi'
     runs-on: ubuntu-latest
+    permissions:
+      issues: write
+      pull-requests: write
     steps:
       - name: Dump GitHub context
         env:
diff --git a/.github/workflows/labeler.yml b/.github/workflows/labeler.yml
index 6ba567399b..58c6892375 100644
--- a/.github/workflows/labeler.yml
+++ b/.github/workflows/labeler.yml
@@ -1,6 +1,6 @@
 name: Labels
 on:
-  pull_request_target:
+  pull_request_target: # zizmor: ignore[dangerous-triggers]
     types:
       - opened
       - synchronize
@@ -9,6 +9,8 @@ on:
       - labeled
       - unlabeled
 
+permissions: {}
+
 jobs:
   labeler:
     permissions:
diff --git a/.github/workflows/latest-changes.yml b/.github/workflows/latest-changes.yml
index 5424ca228c..dbf7d26a0a 100644
--- a/.github/workflows/latest-changes.yml
+++ b/.github/workflows/latest-changes.yml
@@ -1,7 +1,7 @@
 name: Latest Changes
 
 on:
-  pull_request_target:
+  pull_request_target: # zizmor: ignore[dangerous-triggers]
     branches:
       - master
     types:
@@ -16,11 +16,14 @@ on:
         required: false
         default: "false"
 
+permissions: {}
+
 jobs:
   latest-changes:
     runs-on: ubuntu-latest
     permissions:
       pull-requests: read
+    if: github.event_name == 'workflow_dispatch' || github.event.pull_request.merged == true
     steps:
       - name: Dump GitHub context
         env:
@@ -29,7 +32,8 @@ jobs:
       - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           # To allow latest-changes to commit to the main branch
-          token: ${{ secrets.LATEST_CHANGES }}
+          token: ${{ secrets.LATEST_CHANGES }} # zizmor: ignore[secrets-outside-env]
+          persist-credentials: true # required by tiangolo/latest-changes
       - uses: tiangolo/latest-changes@c9d329cb147f0ddf4fb631214e3f838ff17ccbbd # 0.4.1
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/playwright.yml b/.github/workflows/playwright.yml
index 639ac9fc47..0001fd12ad 100644
--- a/.github/workflows/playwright.yml
+++ b/.github/workflows/playwright.yml
@@ -15,6 +15,8 @@ on:
         required: false
         default: 'false'
 
+permissions: {}
+
 jobs:
   changes:
     runs-on: ubuntu-latest
@@ -23,6 +25,8 @@ jobs:
       changed: ${{ steps.filter.outputs.changed }}
     steps:
     - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+      with:
+        persist-credentials: false
     # For pull requests it's not necessary to checkout the code but for the main branch it is
     - uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
       id: filter
@@ -48,7 +52,9 @@ jobs:
       fail-fast: false
     steps:
     - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-    - uses: oven-sh/setup-bun@v2
+      with:
+        persist-credentials: false
+    - uses: oven-sh/setup-bun@0c5077e51419868618aeaa5fe8019c62421857d6 # v2.2.0
     - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
       with:
         python-version: '3.10'
@@ -59,6 +65,8 @@ jobs:
         limit-access-to-actor: true
     - name: Install uv
       uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+      with:
+        version: "0.11.4"
     - run: uv sync
       working-directory: backend
     - run: bun ci
@@ -87,7 +95,9 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-    - uses: oven-sh/setup-bun@v2
+      with:
+        persist-credentials: false
+    - uses: oven-sh/setup-bun@0c5077e51419868618aeaa5fe8019c62421857d6 # v2.2.0
     - name: Install dependencies
       run: bun ci
     - name: Download blob reports from GitHub Actions Artifacts
diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index d3bb89e3ba..78eec1cdbe 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -6,6 +6,8 @@ on:
       - opened
       - synchronize
 
+permissions: {}
+
 env:
   # Forks and Dependabot don't have access to secrets
   HAS_SECRETS: ${{ secrets.PRE_COMMIT != '' }}
@@ -28,7 +30,8 @@ jobs:
           # And it needs the full history to be able to compute diffs
           fetch-depth: 0
           # A token other than the default GITHUB_TOKEN is needed to be able to trigger CI
-          token: ${{ secrets.PRE_COMMIT }}
+          token: ${{ secrets.PRE_COMMIT }} # zizmor: ignore[secrets-outside-env]
+          persist-credentials: true # Required for `git push` command
       # pre-commit lite ci needs the default checkout configs to work
       - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         name: Checkout PR for fork
@@ -37,7 +40,8 @@ jobs:
         # To be able to commit it needs the head branch of the PR, the remote one
           ref: ${{ github.event.pull_request.head.sha }}
           fetch-depth: 0
-      - uses: oven-sh/setup-bun@v2
+          persist-credentials: false
+      - uses: oven-sh/setup-bun@0c5077e51419868618aeaa5fe8019c62421857d6 # v2.2.0
       - name: Set up Python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
@@ -45,6 +49,7 @@ jobs:
       - name: Setup uv
         uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
         with:
+          version: "0.11.4"
           cache-dependency-glob: |
             requirements**.txt
             pyproject.toml
@@ -55,7 +60,7 @@ jobs:
         run: bun ci
       - name: Run prek - pre-commit
         id: precommit
-        run: uvx prek run --from-ref origin/${GITHUB_BASE_REF} --to-ref HEAD --show-diff-on-failure
+        run: uv run prek run --from-ref origin/${GITHUB_BASE_REF} --to-ref HEAD --show-diff-on-failure
         continue-on-error: true
       - name: Commit and push changes
         if: env.HAS_SECRETS == 'true'
diff --git a/.github/workflows/smokeshow.yml b/.github/workflows/smokeshow.yml
index c9b4da97fd..75f07ac6bf 100644
--- a/.github/workflows/smokeshow.yml
+++ b/.github/workflows/smokeshow.yml
@@ -1,10 +1,12 @@
 name: Smokeshow
 
 on:
-  workflow_run:
+  workflow_run: # zizmor: ignore[dangerous-triggers]
     workflows: [Test Backend]
     types: [completed]
 
+permissions: {}
+
 jobs:
   smokeshow:
     runs-on: ubuntu-latest
@@ -14,10 +16,19 @@ jobs:
 
     steps:
       - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
       - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.13"
-      - run: pip install smokeshow
+      - name: Setup uv
+        uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        with:
+          version: "0.11.4"
+          cache-dependency-glob: |
+            pyproject.toml
+            uv.lock
+      - run: uv sync --all-packages --no-dev --group github-actions
       - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
           name: coverage-html
@@ -31,4 +42,4 @@ jobs:
           SMOKESHOW_GITHUB_CONTEXT: coverage
           SMOKESHOW_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           SMOKESHOW_GITHUB_PR_HEAD_SHA: ${{ github.event.workflow_run.head_sha }}
-          SMOKESHOW_AUTH_KEY: ${{ secrets.SMOKESHOW_AUTH_KEY }}
+          SMOKESHOW_AUTH_KEY: ${{ secrets.SMOKESHOW_AUTH_KEY }} # zizmor: ignore[secrets-outside-env]
diff --git a/.github/workflows/test-backend.yml b/.github/workflows/test-backend.yml
index 9558ab72d3..92faaa9dbf 100644
--- a/.github/workflows/test-backend.yml
+++ b/.github/workflows/test-backend.yml
@@ -9,18 +9,24 @@ on:
       - opened
       - synchronize
 
+permissions: {}
+
 jobs:
   test-backend:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
       - name: Set up Python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.10"
       - name: Install uv
         uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
+        with:
+          version: "0.11.4"
       - run: docker compose down -v --remove-orphans
       - run: docker compose up -d db mailcatcher
       - name: Migrate DB
diff --git a/.github/workflows/test-docker-compose.yml b/.github/workflows/test-docker-compose.yml
index add87212c6..d7407cd321 100644
--- a/.github/workflows/test-docker-compose.yml
+++ b/.github/workflows/test-docker-compose.yml
@@ -9,6 +9,8 @@ on:
       - opened
       - synchronize
 
+permissions: {}
+
 jobs:
 
   test-docker-compose:
@@ -16,6 +18,8 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false
       - run: docker compose build
       - run: docker compose down -v --remove-orphans
       - run: docker compose up -d --wait backend frontend adminer
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4f18ae2250..7889ad84f8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -67,3 +67,11 @@ repos:
         entry: uv run python scripts/add_latest_release_date.py
         files: ^release-notes\.md$
         pass_filenames: false
+
+      - id: zizmor
+        name: zizmor
+        language: python
+        entry: uv run zizmor .
+        files: ^\.github\/workflows\/
+        require_serial: true
+        pass_filenames: false
diff --git a/deployment.md b/deployment.md
index 4b8ebc1988..996512db04 100644
--- a/deployment.md
+++ b/deployment.md
@@ -288,9 +288,15 @@ cd /home/github/actions-runner
 
 You can read more about it in the official guide: [Configuring the self-hosted runner application as a service](https://docs.github.com/en/actions/hosting-your-own-runners/managing-self-hosted-runners/configuring-the-self-hosted-runner-application-as-a-service).
 
+### Configure GitHub Environments
+
+The deployment workflows use [GitHub Environments](https://docs.github.com/en/actions/deployment/targeting-different-environments/using-environments-for-deployment) for `staging` and `production`. This enables environment-specific secrets, deployment protection rules (e.g. required reviewers, wait timers), and deployment status tracking.
+
+To configure them, go to your repository's **Settings** > **Environments** and create the `staging` and `production` environments.
+
 ### Set Secrets
 
-On your repository, configure secrets for the environment variables you need, the same ones described above, including `SECRET_KEY`, etc. Follow the [official GitHub guide for setting repository secrets](https://docs.github.com/en/actions/security-guides/using-secrets-in-github-actions#creating-secrets-for-a-repository).
+For each GitHub Environment (`staging` and `production`), configure the required secrets as [environment secrets](https://docs.github.com/en/actions/security-guides/using-secrets-in-github-actions#creating-secrets-for-an-environment). Environment secrets are preferred over [repository secrets](https://docs.github.com/en/actions/security-guides/using-secrets-in-github-actions#creating-secrets-for-a-repository) because they are scoped to the specific environment, reducing exposure and aligning with any protection rules you configure.
 
 The current Github Actions workflows expect these secrets:
 
@@ -313,6 +319,8 @@ There are GitHub Action workflows in the `.github/workflows` directory already c
 * `staging`: after pushing (or merging) to the branch `master`.
 * `production`: after publishing a release.
 
+Both workflows are associated with their respective GitHub Environments, so deployments will be visible in the repository's **Environments** section and will respect any protection rules you configure.
+
 If you need to add extra environments you could use those as a starting point.
 
 ## URLs
diff --git a/pyproject.toml b/pyproject.toml
index 3935549783..3d7745e75e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,2 +1,11 @@
 [tool.uv.workspace]
 members = ["backend"]
+
+[dependency-groups]
+dev = [
+    "zizmor>=1.23.1",
+]
+
+github-actions = [
+    "smokeshow >=0.5.0",
+]
diff --git a/uv.lock b/uv.lock
index 312035345c..f5adf8b2c2 100644
--- a/uv.lock
+++ b/uv.lock
@@ -11,6 +11,10 @@ members = [
     "app",
 ]
 
+[manifest.dependency-groups]
+dev = [{ name = "zizmor", specifier = ">=1.23.1" }]
+github-actions = [{ name = "smokeshow", specifier = ">=0.5.0" }]
+
 [[package]]
 name = "alembic"
 version = "1.18.1"
@@ -2034,6 +2038,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" },
 ]
 
+[[package]]
+name = "smokeshow"
+version = "0.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "httpx" },
+    { name = "typer" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/75/94/c99b76517c268ef8d5c2ff88faba5a019664bd69e4754944afa294b4f24c/smokeshow-0.5.0.tar.gz", hash = "sha256:91dcabc29ac3116bff59b4d8a7bda4ae3ccc4c70742a38cec7127b8162e4a0f6", size = 101349, upload-time = "2025-01-07T19:41:51.732Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/10/0d23e4953eb7c1e1ad848084b3115f19234f34f907658ed11bed0d826aee/smokeshow-0.5.0-py3-none-any.whl", hash = "sha256:da12a960fc7cb525efc4035a0c3c9363b6217ea7e66bc39b9ed3cd8bed6eeedc", size = 8389, upload-time = "2025-01-07T19:41:49.194Z" },
+]
+
 [[package]]
 name = "sqlalchemy"
 version = "2.0.45"
@@ -2488,3 +2505,21 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" },
     { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
 ]
+
+[[package]]
+name = "zizmor"
+version = "1.23.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/9e/58/d0228b1332f001f905d3cdd288a878d339e740ef8a92c321696a7359bdcd/zizmor-1.23.1.tar.gz", hash = "sha256:eb9871f1de004d8c6e35ff403bd6a41c495062736e78b9c4a98988970c598639", size = 463942, upload-time = "2026-03-08T16:57:29.065Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/49/57/32893d3370aa39f140934ee346a77aff1bc38d1de5248b9385dfcea612b7/zizmor-1.23.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:85f222eb610379aeeea76e4dc616621fdae9f21db77d1b006820452cafa739eb", size = 9085239, upload-time = "2026-03-08T16:57:32.241Z" },
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