diff --git a/pyproject.toml b/pyproject.toml
index ddb68fd..c1dafac 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,12 +6,12 @@ readme = "README.md"
 requires-python = ">=3.10"
 # Runtime dependencies that are safe to install in CI (CPU-only, not huge CUDA stacks)
 dependencies = [
-    "numpy>=1.26",
-    "pydantic>=2.8",
-    "typing-extensions>=4.7",
-    "loguru>=0.7",
-    "rich>=13.0",
-    "dvc>=3.0",
+    "numpy>=2.2.6",
+    "pydantic>=2.12.5",
+    "typing-extensions>=4.15.0",
+    "loguru>=0.7.3",
+    "rich>=15.0.0",
+    "dvc>=3.67.1",
     # add other core, CPU-safe libs here
 ]
 
@@ -20,63 +20,63 @@ dependencies = [
 gpu = [
     # CUDA / GPU-specific deps. NEVER installed in CI.
     # Adapt versions / wheels to your stack as needed.
-    "torch==2.9.1+cu130",
-    "torchvision==0.24.1+cu130",
-    "xformers>=0.0.28",
+    "torch==2.11.0",
+    "torchvision==0.26.0",
+    "xformers>=0.0.35",
 ]
 notebooks = [
     "ipykernel",
-    "jupyter>=1.0",
-    "matplotlib>=3.8",
+    "jupyter>=1.1.1",
+    "matplotlib>=3.10.8",
 ]
 mlops = [
-    "dvc-s3>=3.0",
-    "mlflow>=3.0",
+    "dvc-s3>=3.3.0",
+    "mlflow>=3.11.1",
 ]
 bigmodels = ["transformers", "datasets"]
 
 api = [
-  "fastapi>=0.110",
-  "uvicorn[standard]>=0.27",
-  "mlflow>=3.0",
-  "python-dotenv>=1.0",
-  "httpx>=0.27",
-  "tenacity>=8.2",
-  "prometheus-client>=0.20",
-  "orjson>=3.10",
+  "fastapi>=0.135.3",
+  "uvicorn[standard]>=0.44.0",
+  "mlflow>=3.11.1",
+  "python-dotenv>=1.2.2",
+  "httpx>=0.28.1",
+  "tenacity>=9.1.4",
+  "prometheus-client>=0.25.0",
+  "orjson>=3.11.8",
 ]
 
 # uv dependency groups for tools used during development / CI
 [dependency-groups]
 dev = [
     # testing
-    "pytest>=8.0",
-    "pytest-cov>=5.0",
-    "pytest-xdist>=3.6",
+    "pytest>=9.0.3",
+    "pytest-cov>=7.1.0",
+    "pytest-xdist>=3.8.0",
 
     # typing
-    "mypy>=1.10",
+    "mypy>=1.20.1",
 
     # linting / formatting / spelling
-    "ruff>=0.8.0",
-    "codespell>=2.3",
+    "ruff>=0.15.10",
+    "codespell>=2.4.2",
 
     # security / deps
-    "pip-audit>=2.5.5",
+    "pip-audit>=2.10.0",
 
     # notebooks
-    "nbstripout>=0.8",
-    "nbdime>=4.0",
+    "nbstripout>=0.9.1",
+    "nbdime>=4.0.4",
 
     # dev
-    "cookiecutter>=2.6",
-    "dvc>=3.0",
+    "cookiecutter>=2.7.1",
+    "dvc>=3.67.1",
 ]
 
 docs-mkdocs = [
-  "mkdocs>=1.6",
+  "mkdocs>=1.6.1",
   # pick ONE theme if you use it
-  "mkdocs-material>=9.5",
+  "mkdocs-material>=9.7.6",
   # optional, only if you use them:
   # "mkdocstrings[python]>=0.25",
   # "mkdocs-gen-files>=0.5",
@@ -85,15 +85,15 @@ docs-mkdocs = [
 ]
 
 docs-sphinx = [
-  "sphinx>=7.0",
+  "sphinx>=8.1.3",
   # pick ONE theme if you use it
-  "sphinx-rtd-theme>=2.0",
+  "sphinx-rtd-theme>=3.1.0",
   # optional, only if you use it:
   # "myst-parser>=3.0",
 ]
 
 [build-system]
-requires = ["setuptools>=68", "wheel"]
+requires = ["setuptools>=82.0.1", "wheel"]
 build-backend = "setuptools.build_meta"
 
 [[tool.uv.index]]