diff --git a/bookstack_agent/api/main.py b/bookstack_agent/api/main.py
index 6177a40..df8bb9b 100644
--- a/bookstack_agent/api/main.py
+++ b/bookstack_agent/api/main.py
@@ -77,6 +77,7 @@ async def lifespan(application: FastAPI) -> AsyncGenerator[None, None]:
         ),
         token_id=os.environ["BOOKSTACK_TOKEN_ID"],
         token_secret=os.environ["BOOKSTACK_TOKEN_SECRET"],
+        llm_base_url=os.environ.get("LLM_BASE_URL"),
     )
 
     # OrderedDict preserves insertion order for LRU-style eviction
@@ -116,7 +117,7 @@ async def lifespan(application: FastAPI) -> AsyncGenerator[None, None]:
 
 def get_agent() -> BookstackQAAgent:
     """Return the shared BookstackQAAgent."""
-    agent: BookstackQAAgent = app.state.agent
+    agent: BookstackQAAgent | None = getattr(app.state, "agent", None)
     if agent is None:
         raise HTTPException(status_code=503, detail="Agent not initialised")
     return agent
diff --git a/pyproject.toml b/pyproject.toml
index 34c3741..22ef00d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,8 +49,8 @@ packages = ["src/aieng_bot"]
 [dependency-groups]
 dev = [
     "codecov>=2.1.13",
-    "cryptography>=46.0.7", # Pinning version to address vulnerabilities CVE-2026-26007, CVE-2026-34073, CVE-2026-39892
-    "pyjwt>=2.13.0", # Pinning version to address vulnerabilities PYSEC-2026-175 PYSEC-2026-177 PYSEC-2026-178 PYSEC-2026-179
+    "cryptography>=48.0.1", # Pinning version to address vulnerabilities CVE-2026-26007, CVE-2026-34073, CVE-2026-39892, GHSA-537c-gmf6-5ccf
+    "pyjwt>=2.13.0", # Pinning version to address vulnerabilities CVE-2026-32597, PYSEC-2026-175, PYSEC-2026-176, PYSEC-2026-177, PYSEC-2026-178, PYSEC-2026-179
     "mypy>=1.14.1",
     "nbqa>=1.9.1",
     "pip>=26.1.2", # Pinning version to address vulnerabilities CVE-2026-1703, CVE-2026-6357, PYSEC-2026-196
@@ -78,10 +78,10 @@ docs = [
 
 bookstack-api = [
     "fastapi>=0.115.0",
-    "starlette>=1.0.1", # Pinning version to address PYSEC-2026-161
+    "starlette>=1.3.1", # Pinning version to address PYSEC-2026-161, CVE-2026-54282, CVE-2026-54283
     "google-cloud-storage>=2.0.0",
     "httptools>=0.6.0",
-    "python-multipart>=0.0.27", # Pinning version to address vulnerabilities CVE-2026-40347, CVE-2026-42561
+    "python-multipart>=0.0.31", # Pinning version to address vulnerabilities CVE-2026-40347, CVE-2026-42561, CVE-2026-53538, CVE-2026-53539, CVE-2026-53540
     "uvicorn[standard]>=0.32.0",
     "uvloop>=0.21.0",
 ]
diff --git a/src/aieng_bot/bookstack/agent.py b/src/aieng_bot/bookstack/agent.py
index 8ad9115..f3b54a8 100644
--- a/src/aieng_bot/bookstack/agent.py
+++ b/src/aieng_bot/bookstack/agent.py
@@ -45,9 +45,14 @@ class BookstackQAAgent:
     token_secret : str
         BookStack API token secret.
     api_key : str, optional
-        Anthropic API key. Defaults to ``ANTHROPIC_API_KEY`` env var.
+        API key for the LLM backend. Defaults to ``ANTHROPIC_API_KEY`` env var.
     model : str, optional
-        Claude model name. Defaults to :func:`~aieng_bot.config.get_model_name`.
+        Model name. Defaults to :func:`~aieng_bot.config.get_model_name`.
+    llm_base_url : str, optional
+        Base URL for the LLM backend. Set to point at a gateway (e.g.
+        ``https://proxy.vectorinstitute.ai``) instead of the Anthropic API
+        directly. Defaults to ``LLM_BASE_URL`` env var, or the Anthropic API
+        if unset.
 
     """
 
@@ -60,14 +65,21 @@ def __init__(
         token_secret: str,
         api_key: str | None = None,
         model: str | None = None,
+        llm_base_url: str | None = None,
     ) -> None:
         """Initialise the agent."""
         resolved_key = api_key or os.environ.get("ANTHROPIC_API_KEY")
         if not resolved_key:
             raise ValueError("ANTHROPIC_API_KEY environment variable not set")
 
-        self._sync_client = anthropic.Anthropic(api_key=resolved_key)
-        self._async_client = anthropic.AsyncAnthropic(api_key=resolved_key)
+        resolved_llm_base_url = llm_base_url or os.environ.get("LLM_BASE_URL")
+
+        self._sync_client = anthropic.Anthropic(
+            api_key=resolved_key, base_url=resolved_llm_base_url
+        )
+        self._async_client = anthropic.AsyncAnthropic(
+            api_key=resolved_key, base_url=resolved_llm_base_url
+        )
         self.bookstack = BookStackClient(base_url, token_id, token_secret)
         self.model = model or get_model_name()
 
diff --git a/uv.lock b/uv.lock
index 45d2bfd..6cc0984 100644
--- a/uv.lock
+++ b/uv.lock
@@ -77,14 +77,14 @@ bookstack-api = [
     { name = "fastapi", specifier = ">=0.115.0" },
     { name = "google-cloud-storage", specifier = ">=2.0.0" },
     { name = "httptools", specifier = ">=0.6.0" },
-    { name = "python-multipart", specifier = ">=0.0.27" },
-    { name = "starlette", specifier = ">=1.0.1" },
+    { name = "python-multipart", specifier = ">=0.0.31" },
+    { name = "starlette", specifier = ">=1.3.1" },
     { name = "uvicorn", extras = ["standard"], specifier = ">=0.32.0" },
     { name = "uvloop", specifier = ">=0.21.0" },
 ]
 dev = [
     { name = "codecov", specifier = ">=2.1.13" },
-    { name = "cryptography", specifier = ">=46.0.7" },
+    { name = "cryptography", specifier = ">=48.0.1" },
     { name = "mypy", specifier = ">=1.14.1" },
     { name = "nbqa", specifier = ">=1.9.1" },
     { name = "pip", specifier = ">=26.1.2" },
@@ -130,7 +130,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.102.0"
+version = "0.109.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -142,22 +142,22 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b9/47/cb2a71f70431fb09af4db83e3ea89eb2dd8e0e348d27af53ed32e6c599dd/anthropic-0.102.0.tar.gz", hash = "sha256:96f747cad11886c4ae12d4080131b94eebd68b202bd2190fe27959031bb1fa9c", size = 763697, upload-time = "2026-05-13T18:12:41.624Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1b/b7/9a8e2f79011e89dd6eeb599c27332aed765dac9d6fbee3a55e68e4e3ec25/anthropic-0.109.2.tar.gz", hash = "sha256:d37db299597c7bc124b49b767ff135f1e6456b64af2b2fad4b63b2a1df333cf0", size = 927559, upload-time = "2026-06-15T17:30:25.024Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/87/75/0f6c603594876413bc858a00e7cc0d80a0cc14edf5c7b959a3ea6ec45e44/anthropic-0.102.0-py3-none-any.whl", hash = "sha256:ab96540bbd4b0f36564252d955a86f8abbe4f00944a24bc9931acc9b139bab6f", size = 763070, upload-time = "2026-05-13T18:12:43.474Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/f2/bee5de8a2699fc8a3cce34d61c7a2626a2c310ddde7ea5611327eb0ddbe9/anthropic-0.109.2-py3-none-any.whl", hash = "sha256:e0fb4ca5df0ed983248c9c6c3242adc81d9cfddb8725902da53698554117abac", size = 923800, upload-time = "2026-06-15T17:30:23.124Z" },
 ]
 
 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.14.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/1c/b5/001890774a9552aff22502b8da382593109ce0c95314abaebbb116567545/anyio-4.14.0.tar.gz", hash = "sha256:b47c1f9ccf73e67021df785332508f99379c68fa7d0684e8e3492cb1d4b23f89", size = 253586, upload-time = "2026-06-15T22:00:49.021Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/16/9826f089383c593cdfc4a6e5aca94d9e91ae1692c57af82c3b2aa5e810f7/anyio-4.14.0-py3-none-any.whl", hash = "sha256:dd9b7a2a9799ed6552fde617b2c5df02b7fdd7d88392fc48101e51bae46164d9", size = 123506, upload-time = "2026-06-15T22:00:47.595Z" },
 ]
 
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@@ -171,40 +171,42 @@ wheels = [
 
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