diff --git a/.cherry_picker.toml b/.cherry_picker.toml
new file mode 100644
index 000000000..3d35a58a2
--- /dev/null
+++ b/.cherry_picker.toml
@@ -0,0 +1,5 @@
+team = "lightspeed-core"
+repo = "lightspeed-stack"
+check_sha = "ea5de69d94e33aa2a75a622fec455bc4b0fa6c6b"
+fix_commit_msg = false
+default_branch = "main"
diff --git a/.github/pr-title-checker-config.json b/.github/pr-title-checker-config.json
new file mode 100644
index 000000000..e0ff11136
--- /dev/null
+++ b/.github/pr-title-checker-config.json
@@ -0,0 +1,23 @@
+{
+  "LABEL": {
+    "name": "title needs formatting",
+    "color": "EEEEEE"
+  },
+  "CHECKS": {
+    "prefixes": [
+      "LCORE-",
+      "RSPEED-",
+      "MGTM-",
+      "OLS-",
+      "RHIDP-",
+      "LEADS-",
+      "CWFHEALTH-",
+      "[release/"
+    ]
+  },
+  "MESSAGES": {
+    "success": "All OK",
+    "failure": "Failing CI test",
+    "notice": ""
+  }
+}
diff --git a/.github/workflows/build_and_push_release.yaml b/.github/workflows/build_and_push_release.yaml
index 9c74f4b22..e43ba13db 100644
--- a/.github/workflows/build_and_push_release.yaml
+++ b/.github/workflows/build_and_push_release.yaml
@@ -27,15 +27,23 @@ jobs:
           # qemu is required for arm64 builds
           sudo apt install -y buildah qemu-user-static
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v7
+        with:
+          # Fetch submodules (required for lightspeed-providers)
+          submodules: 'recursive'
+          # Fetch all tags to determine latest stable version
+          fetch-tags: true
+      - name: Determine if latest tag should be applied
+        id: check_latest
+        run: ./scripts/latest-tag.py
       - name: Build image with Buildah
         id: build_image
         uses: redhat-actions/buildah-build@v2
         with:
           image: ${{ env.IMAGE_NAME }}
-          tags: |
+          tags: >-
             ${{ env.GIT_TAG }}
-            ${{ env.LATEST_TAG }}
+            ${{ steps.check_latest.outputs.apply_latest == 'true' && env.LATEST_TAG || '' }}
           containerfiles: |
             ${{ env.CONTAINER_FILE }}
           archs: amd64, arm64
@@ -48,7 +56,7 @@ jobs:
       - name: Check manifest
         run: |
           set -x
-          buildah manifest inspect ${{ steps.build_image.outputs.image }}:${{ env.LATEST_TAG }}
+          buildah manifest inspect ${{ steps.build_image.outputs.image-with-tag }}
       - name: Push image to Quay.io
         uses: redhat-actions/push-to-registry@v2
         with:
diff --git a/.github/workflows/e2e_tests.yaml b/.github/workflows/e2e_tests.yaml
index 228a71946..ec7095630 100644
--- a/.github/workflows/e2e_tests.yaml
+++ b/.github/workflows/e2e_tests.yaml
@@ -21,7 +21,7 @@ jobs:
       FAISS_VECTOR_STORE_ID: ${{ vars.FAISS_VECTOR_STORE_ID }}
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v7
         with:
           # On PR_TARGET → the fork (or same repo) that opened the PR.
           # On push      → falls back to the current repository.
@@ -31,6 +31,11 @@ jobs:
           # On push      → the pushed commit that triggered the workflow.
           ref: ${{ github.event.pull_request.head.ref || github.sha }}
 
+          # Tests need access to secrets.
+          # This should be refactored if possible to mitigate the risk.
+          # https://docs.github.com/en/actions/reference/security/securely-using-pull_request_target
+          allow-unsafe-pr-checkout: true
+
           # Don’t keep credentials when running untrusted PR code under PR_TARGET.
           persist-credentials: ${{ github.event_name != 'pull_request_target' }}
 
diff --git a/.github/workflows/e2e_tests_providers.yaml b/.github/workflows/e2e_tests_providers.yaml
index 82886d6a2..9bb82f8b2 100644
--- a/.github/workflows/e2e_tests_providers.yaml
+++ b/.github/workflows/e2e_tests_providers.yaml
@@ -27,7 +27,7 @@ jobs:
       FAISS_VECTOR_STORE_ID: ${{ vars.FAISS_VECTOR_STORE_ID }}
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v7
         with:
           # On PR_TARGET → the fork (or same repo) that opened the PR.
           # On push      → falls back to the current repository.
@@ -37,6 +37,11 @@ jobs:
           # On push      → the pushed commit that triggered the workflow.
           ref: ${{ github.event.pull_request.head.ref || github.sha }}
 
+          # Tests need access to secrets.
+          # This should be refactored if possible to mitigate the risk.
+          # https://docs.github.com/en/actions/reference/security/securely-using-pull_request_target
+          allow-unsafe-pr-checkout: true
+
           # Don’t keep credentials when running untrusted PR code under PR_TARGET.
           persist-credentials: ${{ github.event_name != 'pull_request_target' }}
 
diff --git a/.github/workflows/e2e_tests_rhaiis.yaml b/.github/workflows/e2e_tests_rhaiis.yaml
index 54a0080e2..347c5b968 100644
--- a/.github/workflows/e2e_tests_rhaiis.yaml
+++ b/.github/workflows/e2e_tests_rhaiis.yaml
@@ -28,7 +28,7 @@ jobs:
       FAISS_VECTOR_STORE_ID: ${{ vars.FAISS_VECTOR_STORE_ID }}
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v7
         with:
           # On PR_TARGET → the fork (or same repo) that opened the PR.
           # On push      → falls back to the current repository.
@@ -38,6 +38,11 @@ jobs:
           # On push      → the pushed commit that triggered the workflow.
           ref: ${{ github.event.pull_request.head.ref || github.sha }}
 
+          # Tests need access to secrets.
+          # This should be refactored if possible to mitigate the risk.
+          # https://docs.github.com/en/actions/reference/security/securely-using-pull_request_target
+          allow-unsafe-pr-checkout: true
+
           # Don’t keep credentials when running untrusted PR code under PR_TARGET.
           persist-credentials: ${{ github.event_name != 'pull_request_target' }}
 
diff --git a/.github/workflows/radon.yaml b/.github/workflows/radon.yaml
index f21e9e873..68bbe8696 100644
--- a/.github/workflows/radon.yaml
+++ b/.github/workflows/radon.yaml
@@ -12,7 +12,7 @@ jobs:
       pull-requests: read
     name: "radon"
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v7
       - uses: davidslusser/actions_python_radon@v1.0.0
         with:
           src: "src"
diff --git a/AGENTS.md b/AGENTS.md
index 88d6f5680..394b71723 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -191,6 +191,15 @@ uv run make test-e2e         # End-to-end tests
 - **SQLAlchemy**: Database ORM
 - **Kubernetes**: K8s auth integration
 
+## Pull Request Requirements
+
+**PR titles MUST start with a JIRA issue key prefix.** CI enforces this via `pr-title-checker` (config: `.github/pr-title-checker-config.json`).
+
+Allowed prefixes: `LCORE-`, `RSPEED-`, `MGTM-`, `OLS-`, `RHIDP-`, `LEADS-`, `CWFHEALTH-`, `[release/`
+
+- ✅ `RSPEED-2849: add user_agent to ResponsesEventData`
+- ❌ `feat(observability): add user_agent to ResponsesEventData`
+
 ## Development Workflow
 1. Use `uv sync --group dev --group llslibdev` for dependencies
 2. Always use `uv run` prefix for commands
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index eacfc308d..5f352c6e7 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -10,6 +10,7 @@
 * [PR description](#pr-description)
 * [Definition of Done](#definition-of-done)
     * [A deliverable is to be considered “done” when](#a-deliverable-is-to-be-considered-done-when)
+* [Backports](#backports)
 * [AI assistants](#ai-assistants)
     * [“Mark” code with substantial AI-generated portions.](#mark-code-with-substantial-ai-generated-portions)
     * [Copyright and licence notices](#copyright-and-licence-notices)
@@ -97,12 +98,72 @@ Happy hacking!
 
 ## PR description
 
-* Jira ticket needs to be added into PR title, for example: `LCORE-740: type hints for models unit tests`
+* PR titles must start with a JIRA issue key prefix or the target branch of a backport in brackets. CI enforces this via
+  `pr-title-checker` (config: `.github/pr-title-checker-config.json`).
+  Allowed prefixes: `LCORE-`, `RSPEED-`, `MGTM-`, `OLS-`, `RHIDP-`, `LEADS-`,
+  `CWFHEALTH-`, `[release/`
+    - for example: `LCORE-740: type hints for models unit tests`
 * Fill-in all relevant information in the PR template
     - unused parts of PR template (like information about testing etc.) can be deleted
 * Please note that CodeRabbitAI will create a summary of your pull request
 
 
+
+## Backports
+
+We use [cherry_picker](https://pypi.org/project/cherry-picker/) to backport
+merged pull requests to release branches. See the
+[cherry_picker documentation](https://cherry-picker.readthedocs.io/) for full
+details.
+
+### Installation
+
+```bash
+pip install --user cherry_picker
+```
+
+### Usage
+
+After a pull request has been merged to `main`, you can backport it to one or
+more release branches:
+
+```bash
+# backport to a single release branch
+cherry_picker <commit-sha> release/0.6
+
+# backport to multiple release branches
+cherry_picker <commit-sha> release/0.5 release/0.6
+```
+
+`cherry_picker` will create a new branch, cherry-pick the commit, and open a
+pull request against the target release branch.
+
+If the commit you want to backport is a **merge commit**, append `^-` to the
+hash so that `cherry_picker` applies the correct parent diff:
+
+```bash
+cherry_picker <merge-commit-sha>^- release/0.6
+```
+
+If there are conflicts, `cherry_picker` will pause and let you resolve them.
+After resolving:
+
+```bash
+git add .
+cherry_picker --continue
+```
+
+To abort a backport in progress:
+
+```bash
+cherry_picker --abort
+```
+
+See the [branching documentation](docs/branching.md) for more details on our
+branching strategy and release workflow.
+
+
+
 ## Definition of Done
 
 ### A deliverable is to be considered “done” when
@@ -125,7 +186,7 @@ Happy hacking!
 Nontrivial and substantial AI-generated or AI-assisted content should be
 “marked” in appropriate cases. In deciding how to approach this, consider
 adopting one or more of the following recommendations. (This assumes you have
-not concluded that a suggestion is a match to some existing third-party code.) 
+not concluded that a suggestion is a match to some existing third-party code.)
 
 In a commit message, or in a pull request/merge request description field,
 identify the code assistant that you used, perhaps elaborating on how it was
@@ -271,14 +332,14 @@ Here is simple example:
 ```python
 def function_with_pep484_type_annotations(param1: int, param2: str) -> bool:
     """Example function with PEP 484 type annotations.
-    
+
     Args:
         param1: The first parameter.
         param2: The second parameter.
-    
+
     Returns:
         The return value. True for success, False otherwise.
-    
+
     Raises:
         ValueError: If the first parameter does not contain proper model name
     """
diff --git a/docs/contributing_guide.md b/docs/contributing_guide.md
index eacfc308d..5497bd698 100644
--- a/docs/contributing_guide.md
+++ b/docs/contributing_guide.md
@@ -97,7 +97,11 @@ Happy hacking!
 
 ## PR description
 
-* Jira ticket needs to be added into PR title, for example: `LCORE-740: type hints for models unit tests`
+* PR titles must start with a JIRA issue key prefix or the target branch of a backport. CI enforces this via
+  `pr-title-checker` (config: `.github/pr-title-checker-config.json`).
+  Allowed prefixes: `LCORE-`, `RSPEED-`, `MGTM-`, `OLS-`, `RHIDP-`, `LEADS-`,
+  `CWFHEALTH-`, `[release/`
+    - for example: `LCORE-740: type hints for models unit tests`
 * Fill-in all relevant information in the PR template
     - unused parts of PR template (like information about testing etc.) can be deleted
 * Please note that CodeRabbitAI will create a summary of your pull request
@@ -125,7 +129,7 @@ Happy hacking!
 Nontrivial and substantial AI-generated or AI-assisted content should be
 “marked” in appropriate cases. In deciding how to approach this, consider
 adopting one or more of the following recommendations. (This assumes you have
-not concluded that a suggestion is a match to some existing third-party code.) 
+not concluded that a suggestion is a match to some existing third-party code.)
 
 In a commit message, or in a pull request/merge request description field,
 identify the code assistant that you used, perhaps elaborating on how it was
@@ -271,14 +275,14 @@ Here is simple example:
 ```python
 def function_with_pep484_type_annotations(param1: int, param2: str) -> bool:
     """Example function with PEP 484 type annotations.
-    
+
     Args:
         param1: The first parameter.
         param2: The second parameter.
-    
+
     Returns:
         The return value. True for success, False otherwise.
-    
+
     Raises:
         ValueError: If the first parameter does not contain proper model name
     """
diff --git a/docs/demos/lcore/contributing_guidelines.md b/docs/demos/lcore/contributing_guidelines.md
index 103c80e78..f9bb68650 100644
--- a/docs/demos/lcore/contributing_guidelines.md
+++ b/docs/demos/lcore/contributing_guidelines.md
@@ -74,7 +74,10 @@ ptisnovs@redhat.com
 
 ## PR description
 
-* Jira ticket needs to be added into PR title
+* PR titles must start with a JIRA issue key prefix. CI enforces this via
+  `pr-title-checker` (config: `.github/pr-title-checker-config.json`).
+  Allowed prefixes: `LCORE-`, `RSPEED-`, `MGTM-`, `OLS-`, `RHIDP-`, `LEADS-`,
+  `CWFHEALTH-`, `[release/`
     - for example: `LCORE-740: type hints for models unit tests`
 * Fill-in all relevant information in the PR template
     - unused parts of PR template (like information about testing etc.) can be deleted
diff --git a/pyproject.toml b/pyproject.toml
index 5f60d4351..da6b1d10f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -57,8 +57,8 @@ dependencies = [
     # Used by authorization resolvers
     "jsonpath-ng>=1.6.1",
     "psycopg2-binary>=2.9.10",
-    "litellm>=1.75.5.post1",
-    "urllib3==2.6.3",
+    "litellm>=1.83.7",
+    "urllib3>=2.6.3",
     # Used for agent card configuration
     "PyYAML>=6.0.0",
     # Used for rag faiss support
diff --git a/scripts/latest-tag.py b/scripts/latest-tag.py
new file mode 100755
index 000000000..b4284fb30
--- /dev/null
+++ b/scripts/latest-tag.py
@@ -0,0 +1,58 @@
+#!/usr/bin/env python3
+
+"""Determine if the latest tag should be applied."""
+
+import os
+import subprocess
+
+
+def version_split(value: str) -> tuple[int, ...]:
+    """Split string into a tuple of ints."""
+    try:
+        return tuple(int(n) for n in value.split("."))
+    except ValueError:
+        return (-1,)
+
+
+def is_prerelease(tag: str) -> bool:
+    """Determine if a tag is a pre-release version."""
+    omit = {"rc", "alpha", "beta", "dev"}
+
+    return any(n in tag for n in omit)
+
+
+def get_latest_stable() -> str | None:
+    """Return the latest stable tag."""
+    stdout = subprocess.check_output(["git", "tag"], text=True)
+    tags = [tag for tag in stdout.splitlines() if not is_prerelease(tag)]
+    tags.sort(key=version_split)
+
+    return tags[-1] if tags else None
+
+
+def main() -> None:
+    """Determine latest tag."""
+    if not (current_tag := os.environ.get("GIT_TAG")):
+        reason = "GIT_TAG environment variable not set, skipping latest tag"
+        apply_latest = "false"
+    elif is_prerelease(current_tag):
+        reason = f"{current_tag} is a pre-release"
+        apply_latest = "false"
+    else:
+        latest_stable = get_latest_stable()
+        if current_tag == latest_stable:
+            reason = f"{current_tag} is the latest stable"
+            apply_latest = "true"
+        else:
+            reason = f"{current_tag} is not the latest stable ({latest_stable} is)"
+            apply_latest = "false"
+
+    print(reason)
+
+    if github_output := os.environ.get("GITHUB_OUTPUT"):
+        with open(github_output, "a") as f:
+            f.write(f"apply_latest={apply_latest}\n")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/uv.lock b/uv.lock
index e0d1cbcc0..2e88db2cf 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1627,7 +1627,7 @@ requires-dist = [
     { name = "jinja2", specifier = ">=3.1.0" },
     { name = "jsonpath-ng", specifier = ">=1.6.1" },
     { name = "kubernetes", specifier = ">=30.1.0" },
-    { name = "litellm", specifier = ">=1.75.5.post1" },
+    { name = "litellm", specifier = ">=1.83.7" },
     { name = "llama-stack", specifier = "==0.4.3" },
     { name = "llama-stack-api", specifier = "==0.4.4" },
     { name = "llama-stack-client", specifier = "==0.4.3" },
@@ -1640,7 +1640,7 @@ requires-dist = [
     { name = "semver", specifier = "<4.0.0" },
     { name = "sqlalchemy", extras = ["asyncio"], specifier = ">=2.0.42" },
     { name = "starlette", specifier = ">=0.47.1" },
-    { name = "urllib3", specifier = "==2.6.3" },
+    { name = "urllib3", specifier = ">=2.6.3" },
     { name = "uvicorn", specifier = ">=0.34.3" },
 ]
 
@@ -1707,7 +1707,7 @@ llslibdev = [
 
 [[package]]
 name = "litellm"
-version = "1.82.0"
+version = "1.88.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
@@ -1723,9 +1723,9 @@ dependencies = [
     { name = "tiktoken" },
     { name = "tokenizers" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/6c/00/49bb5c28e0dea0f5086229a2a08d5fdc6c8dc0d8e2acb2a2d1f7dd9f4b70/litellm-1.82.0.tar.gz", hash = "sha256:d388f52447daccbcaafa19a3e68d17b75f1374b5bf2cde680d65e1cd86e50d22", size = 16800355, upload-time = "2026-03-01T02:35:30.363Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/16/ea/f99ececb7f22703fe120f1d8be9ffb749ec9453fbbbbbebc0d6a6b4d7864/litellm-1.88.1.tar.gz", hash = "sha256:89c6b74cc7912d6365793006ff951c0450fe847625008dfe49de8a7dc4529aa5", size = 13885969, upload-time = "2026-06-09T01:06:25.192Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/28/89/eb28bfcf97d6b045c400e72eb047c381594467048c237dbb6c227764084c/litellm-1.82.0-py3-none-any.whl", hash = "sha256:5496b5d4532cccdc7a095c21cbac4042f7662021c57bc1d17be4e39838929e80", size = 14911978, upload-time = "2026-03-01T02:35:26.844Z" },
+    { url = "https://files.pythonhosted.org/packages/42/9a/8f8909201b4bebaf96498c09226f6baa8540086a4c4188ad57d7dfbd97c1/litellm-1.88.1-py3-none-any.whl", hash = "sha256:369b84e57d9426582ddc35e731956ddb6618cda97cc44e4e4d2dfa75982a6e3a", size = 15276206, upload-time = "2026-06-09T01:06:16.72Z" },
 ]
 
 [[package]]
@@ -3828,9 +3828,9 @@ dependencies = [
     { name = "typing-extensions", marker = "sys_platform == 'darwin'" },
 ]
 wheels = [
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:4de0ed8cbc457a506dbca40376e206a29efee10756a00f1f3404bf67ad737d04" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:259548471194ab63d7ea273873053a6e3cc23530c1510f01e9d7ad259187bbd0" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0-cp313-none-macosx_11_0_arm64.whl", hash = "sha256:e24836d968b54ef4dfb05594001a61958711ac9224026291e4e3f92f83a6fd7f" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.9.0-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:4de0ed8cbc457a506dbca40376e206a29efee10756a00f1f3404bf67ad737d04", upload-time = "2025-10-14T17:26:17Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.9.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:259548471194ab63d7ea273873053a6e3cc23530c1510f01e9d7ad259187bbd0", upload-time = "2025-10-14T17:26:17Z" },
+    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.9.0-cp313-none-macosx_11_0_arm64.whl", hash = "sha256:e24836d968b54ef4dfb05594001a61958711ac9224026291e4e3f92f83a6fd7f", upload-time = "2025-10-14T17:26:17Z" },
 ]
 
 [[package]]
@@ -3855,17 +3855,17 @@ dependencies = [
     { name = "typing-extensions", marker = "sys_platform != 'darwin'" },
 ]
 wheels = [
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0%2Bcpu-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:3a651434ae1248b0568c12b5f9e3acc8942eb28378d9d04a79302938b68c6f24" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0%2Bcpu-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:28f6eb31b08180a5c5e98d5bc14eef6909c9f5a1dbff9632c3e02a8773449349" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0%2Bcpu-cp312-cp312-win_amd64.whl", hash = "sha256:e438061b87ec7dd6018fca9f975219889aa0a3f6cdc3ea10dd0ae2bc7f1c47ce" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0%2Bcpu-cp312-cp312-win_arm64.whl", hash = "sha256:eb13ff1c34e338d722e76a4fd83b8d282782505bd1b99af4b3c32da66eba6eb4" },
-    { url = "https://download.pytorch.org/whl/cpu/torch-2.9.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:be4438d8dad7f0d5a5e54f0feef8a893446894ec87f102bb1d82dcc4518542e4" },
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 ]
 
 [[package]]