diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 151814945..445daf273 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,11 +5,11 @@ ci:
   submodules: true
 repos:
 - repo: https://github.com/BlankSpruce/gersemi
-  rev: 0.19.3
+  rev: 0.22.3
   hooks:
   - id: gersemi
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.12.2
+  rev: v0.13.3
   hooks:
   - id: ruff
     args:
@@ -17,12 +17,12 @@ repos:
     - --exit-non-zero-on-fix
   - id: ruff-format
 - repo: https://github.com/pre-commit/mirrors-clang-format
-  rev: v20.1.7
+  rev: v21.1.2
   hooks:
   - id: clang-format
     args:
     - '--style={BasedOnStyle: Mozilla, SortIncludes: false}'
 - repo: https://github.com/pre-commit/pre-commit-hooks
-  rev: v5.0.0
+  rev: v6.0.0
   hooks:
   - id: trailing-whitespace
diff --git a/include/proxsuite/helpers/tl-optional.hpp b/include/proxsuite/helpers/tl-optional.hpp
index 4154b00f2..65859cbb7 100644
--- a/include/proxsuite/helpers/tl-optional.hpp
+++ b/include/proxsuite/helpers/tl-optional.hpp
@@ -980,8 +980,7 @@ class optional
 #ifndef TL_OPTIONAL_NO_CONSTRR
   template<class F>
   constexpr decltype(optional_map_impl(std::declval<const optional&&>(),
-                                       std::declval<F&&>()))
-  map(F&& f) const&&
+                                       std::declval<F&&>())) map(F&& f) const&&
   {
     return optional_map_impl(std::move(*this), std::forward<F>(f));
   }
@@ -1044,8 +1043,8 @@ class optional
 #ifndef TL_OPTIONAL_NO_CONSTRR
   template<class F>
   constexpr decltype(optional_map_impl(std::declval<const optional&&>(),
-                                       std::declval<F&&>()))
-  transform(F&& f) const&&
+                                       std::declval<F&&>())) transform(F&& f)
+    const&&
   {
     return optional_map_impl(std::move(*this), std::forward<F>(f));
   }
@@ -2035,8 +2034,8 @@ class optional<T&>
 #ifndef TL_OPTIONAL_NO_CONSTRR
   template<class F>
   constexpr decltype(detail::optional_map_impl(std::declval<const optional&&>(),
-                                               std::declval<F&&>()))
-  map(F&& f) const&&
+                                               std::declval<F&&>())) map(F&& f)
+    const&&
   {
     return detail::optional_map_impl(std::move(*this), std::forward<F>(f));
   }
@@ -2101,9 +2100,9 @@ class optional<T&>
 
 #ifndef TL_OPTIONAL_NO_CONSTRR
   template<class F>
-  constexpr decltype(detail::optional_map_impl(std::declval<const optional&&>(),
-                                               std::declval<F&&>()))
-  transform(F&& f) const&&
+  constexpr decltype(detail::optional_map_impl(
+    std::declval<const optional&&>(),
+    std::declval<F&&>())) transform(F&& f) const&&
   {
     return detail::optional_map_impl(std::move(*this), std::forward<F>(f));
   }
diff --git a/include/proxsuite/linalg/veg/internal/dyn_index.hpp b/include/proxsuite/linalg/veg/internal/dyn_index.hpp
index 990f354d3..369e08ed9 100644
--- a/include/proxsuite/linalg/veg/internal/dyn_index.hpp
+++ b/include/proxsuite/linalg/veg/internal/dyn_index.hpp
@@ -94,8 +94,7 @@ struct Dyn
     (typename R),
     requires(VEG_CONCEPT(index<R>) &&
              VEG_CONCEPT(index<typename _detail::binary_traits<Dyn, R>::Div>)),
-    VEG_NODISCARD VEG_INLINE constexpr auto
-    operator/,
+    VEG_NODISCARD VEG_INLINE constexpr auto operator/,
     (b, R))
   const VEG_NOEXCEPT->typename _detail::binary_traits<Dyn, R>::Div
   {
diff --git a/include/proxsuite/linalg/veg/internal/fix_index.hpp b/include/proxsuite/linalg/veg/internal/fix_index.hpp
index dc2e00411..9834aa884 100644
--- a/include/proxsuite/linalg/veg/internal/fix_index.hpp
+++ b/include/proxsuite/linalg/veg/internal/fix_index.hpp
@@ -142,8 +142,7 @@ struct Fix : _detail::idx::adl::IdxBase<Fix<N>>
     (typename R),
     requires(VEG_CONCEPT(index<R>) &&
              VEG_CONCEPT(index<typename _detail::binary_traits<Fix, R>::Div>)),
-    VEG_NODISCARD VEG_INLINE constexpr auto
-    operator/,
+    VEG_NODISCARD VEG_INLINE constexpr auto operator/,
     (b, R))
   const VEG_NOEXCEPT->typename _detail::binary_traits<Fix, R>::Div
   {
diff --git a/include/proxsuite/linalg/veg/internal/macros.hpp b/include/proxsuite/linalg/veg/internal/macros.hpp
index bb15d8ce6..d38aa906c 100644
--- a/include/proxsuite/linalg/veg/internal/macros.hpp
+++ b/include/proxsuite/linalg/veg/internal/macros.hpp
@@ -587,10 +587,7 @@
   template<typename... Ts>                                                     \
   struct Name                                                                  \
   {                                                                            \
-    void apply(Ts&&... args)                                                   \
-    {                                                                          \
-      Fn(VEG_FWD(args)...);                                                    \
-    }                                                                          \
+    void apply(Ts&&... args) { Fn(VEG_FWD(args)...); }                         \
   };                                                                           \
   template struct Name<__VA_ARGS__>
 
diff --git a/include/proxsuite/linalg/veg/memory/placement.hpp b/include/proxsuite/linalg/veg/memory/placement.hpp
index cb1afbc8a..fd951a712 100644
--- a/include/proxsuite/linalg/veg/memory/placement.hpp
+++ b/include/proxsuite/linalg/veg/memory/placement.hpp
@@ -176,8 +176,7 @@ struct bit_cast
                requires((VEG_CONCEPT(trivially_copyable<From>) && //
                          VEG_CONCEPT(trivially_copyable<To>) &&   //
                          (sizeof(From) == sizeof(To)))),
-               VEG_INLINE VEG_BITCAST_CONSTEXPR auto
-               operator(),
+               VEG_INLINE VEG_BITCAST_CONSTEXPR auto operator(),
                (from, From const&))
   const VEG_NOEXCEPT->To
   {
diff --git a/include/proxsuite/linalg/veg/type_traits/constructible.hpp b/include/proxsuite/linalg/veg/type_traits/constructible.hpp
index ab5d028ba..a0ad2772f 100644
--- a/include/proxsuite/linalg/veg/type_traits/constructible.hpp
+++ b/include/proxsuite/linalg/veg/type_traits/constructible.hpp
@@ -48,7 +48,7 @@ VEG_DEF_CONCEPT_FROM_BUILTIN_OR_TRAIT(typename T,
 VEG_CONCEPT_EXPR((typename T, typename... Ts),
                  (T, Ts...),
                  inplace_constructible,
-                 new(static_cast<void*>(nullptr)) T(VEG_DECLVAL(Ts&&)...),
+                 new (static_cast<void*>(nullptr)) T(VEG_DECLVAL(Ts&&)...),
                  true);
 
 VEG_DEF_CONCEPT_FROM_BUILTIN_OR_STD((typename T, typename... Ts),
diff --git a/test/doctest/doctest.hpp b/test/doctest/doctest.hpp
index 427f570d5..fd4072374 100644
--- a/test/doctest/doctest.hpp
+++ b/test/doctest/doctest.hpp
@@ -525,7 +525,8 @@ consume(const int*, int) noexcept
 #define DOCTEST_BREAK_INTO_DEBUGGER() __debugbreak()
 #elif defined(__MINGW32__)
 DOCTEST_GCC_SUPPRESS_WARNING_WITH_PUSH("-Wredundant-decls")
-extern "C" __declspec(dllimport) void __stdcall DebugBreak();
+extern "C" __declspec(dllimport) void __stdcall
+DebugBreak();
 DOCTEST_GCC_SUPPRESS_WARNING_POP
 #define DOCTEST_BREAK_INTO_DEBUGGER() ::DebugBreak()
 #else // linux
@@ -1454,8 +1455,7 @@ struct DOCTEST_INTERFACE Approx
 #ifdef DOCTEST_CONFIG_INCLUDE_TYPE_TRAITS
   template<typename T>
   typename std::enable_if<std::is_constructible<double, T>::value,
-                          Approx&>::type
-  epsilon(const T& newEpsilon)
+                          Approx&>::type epsilon(const T& newEpsilon)
   {
     m_epsilon = static_cast<double>(newEpsilon);
     return *this;
@@ -1467,8 +1467,7 @@ struct DOCTEST_INTERFACE Approx
 #ifdef DOCTEST_CONFIG_INCLUDE_TYPE_TRAITS
   template<typename T>
   typename std::enable_if<std::is_constructible<double, T>::value,
-                          Approx&>::type
-  scale(const T& newScale)
+                          Approx&>::type scale(const T& newScale)
   {
     m_scale = static_cast<double>(newScale);
     return *this;
@@ -5046,7 +5045,8 @@ getContextOptions()
 
 DOCTEST_MSVC_SUPPRESS_WARNING_WITH_PUSH(4738)
 template<typename F>
-IsNaN<F>::operator bool() const
+IsNaN<F>::
+operator bool() const
 {
   return std::isnan(value) ^ flipped;
 }