diff --git a/.github/workflows/artifact.yaml b/.github/workflows/artifact.yaml
index 6ff4e00a..fb49b354 100644
--- a/.github/workflows/artifact.yaml
+++ b/.github/workflows/artifact.yaml
@@ -1,8 +1,9 @@
 name: artifact
 on: push
 env:
-  RUST_TOOLCHAIN: "nightly-2024-07-02"
+  RUST_TOOLCHAIN: "nightly-2024-08-05"
   CARGO_UNSTABLE_SPARSE_REGISTRY: "true"
+  UNSAFE_PYO3_BUILD_FREE_THREADED: "1"
   UNSAFE_PYO3_SKIP_VERSION_CHECK: "1"
 jobs:
 
@@ -57,16 +58,17 @@ jobs:
         retention-days: 1
 
   manylinux_2_17_amd64:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       fail-fast: false
       matrix:
         python: [
-          { version: '3.12' },
-          { version: '3.11' },
-          { version: '3.10' },
-          { version: '3.9' },
-          { version: '3.8' },
+          { interpreter: 'python3.13', package: 'python3.13' },
+          { interpreter: 'python3.12', package: 'python3.12' },
+          { interpreter: 'python3.11', package: 'python3.11' },
+          { interpreter: 'python3.10', package: 'python3.10' },
+          { interpreter: 'python3.9', package: 'python3.9' },
+          { interpreter: 'python3.8', package: 'python3.8' },
         ]
     env:
       CC: "clang"
@@ -83,7 +85,8 @@ jobs:
 
     - name: Build environment pre-clone
       run: |
-        dnf install -y rustup clang lld python${{ matrix.python.version }} git
+        dnf copr enable -y @fedora-llvm-team/llvm19
+        dnf install -y rustup clang lld ${{ matrix.python.package }} git
         rustup-init --default-toolchain "${RUST_TOOLCHAIN}-x86_64-unknown-linux-gnu" --profile minimal --component rust-src -y
 
     - uses: actions/checkout@v4
@@ -96,7 +99,7 @@ jobs:
         cp ci/config.toml .cargo/config.toml
 
         curl -LsSf https://astral.sh/uv/install.sh | sh
-        uv venv --python python${{ matrix.python.version }}
+        uv venv --python ${{ matrix.python.interpreter }}
         uv pip install --upgrade "maturin>=1,<2" -r test/requirements.txt -r integration/requirements.txt
 
     - name: maturin
@@ -105,7 +108,7 @@ jobs:
         maturin build --release --strip \
           --features=avx512,no-panic,unstable-simd,yyjson \
           --compatibility manylinux_2_17 \
-          --interpreter python${{ matrix.python.version }} \
+          --interpreter ${{ matrix.python.interpreter }} \
           --target=x86_64-unknown-linux-gnu
         uv pip install target/wheels/orjson*.whl
 
@@ -117,12 +120,6 @@ jobs:
     - run: source .venv/bin/activate && ./integration/run http
     - run: source .venv/bin/activate && ./integration/run init
 
-    - run: |
-        source .venv/bin/activate
-        uv pip install -U --pre "numpy>=2.0.0rc1"
-        pytest -s test/test_numpy.py
-      if: matrix.python.version != '3.8'
-
     - name: Store wheels
       if: "startsWith(github.ref, 'refs/tags/')"
       uses: actions/upload-artifact@v4
@@ -133,11 +130,12 @@ jobs:
         retention-days: 1
 
   musllinux_1_2:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       fail-fast: false
       matrix:
         python: [
+          { version: '3.13' },
           { version: '3.12' },
           { version: '3.11' },
           { version: '3.10' },
@@ -169,7 +167,7 @@ jobs:
         LDFLAGS: "-Wl,--as-needed"
         RUSTFLAGS: "-C lto=fat -Z mir-opt-level=4 -Z virtual-function-elimination -Z threads=2 -D warnings -C target-feature=-crt-static"
       with:
-        rust-toolchain: nightly-2024-07-02
+        rust-toolchain: nightly-2024-08-05
         rustup-components: rust-src
         target: ${{ matrix.platform.target }}
         manylinux: musllinux_1_2
@@ -208,7 +206,7 @@ jobs:
         retention-days: 1
 
   manylinux_2_17_non_amd64:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       fail-fast: false
       matrix:
@@ -265,7 +263,7 @@ jobs:
         RUSTFLAGS: "${{ matrix.target.rustflags }}"
       with:
         target: ${{ matrix.target.target }}
-        rust-toolchain: nightly-2024-07-02
+        rust-toolchain: nightly-2024-08-05
         rustup-components: rust-src
         manylinux: auto
         args: --release --strip --out=dist --features=${{ matrix.target.features }} -i python${{ matrix.python.version }}
@@ -306,6 +304,7 @@ jobs:
       fail-fast: false
       matrix:
         python: [
+          { version: '3.13', macosx_target: "10.15" },
           { version: '3.12', macosx_target: "10.15" },
           { version: '3.11', macosx_target: "10.15" },
           { version: '3.10', macosx_target: "10.15" },
@@ -325,10 +324,11 @@ jobs:
     - uses: actions/setup-python@v5
       with:
         python-version: "${{ matrix.python.version }}"
+        allow-prereleases: true
 
     - uses: dtolnay/rust-toolchain@master
       with:
-        toolchain: "nightly-2024-07-02"
+        toolchain: "nightly-2024-08-05"
         targets: "aarch64-apple-darwin, x86_64-apple-darwin"
         components: "rust-src"
 
@@ -398,7 +398,7 @@ jobs:
 
     - uses: dtolnay/rust-toolchain@master
       with:
-        toolchain: "nightly-2024-07-02"
+        toolchain: "nightly-2024-08-05"
         targets: "aarch64-apple-darwin, x86_64-apple-darwin"
         components: "rust-src"
 
@@ -443,7 +443,7 @@ jobs:
 
   pypi:
     name: PyPI
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     if: "startsWith(github.ref, 'refs/tags/')"
     needs: [
       sdist,
diff --git a/.github/workflows/debug.yaml b/.github/workflows/debug.yaml
index 46b0b6e2..f8564850 100644
--- a/.github/workflows/debug.yaml
+++ b/.github/workflows/debug.yaml
@@ -10,8 +10,8 @@ jobs:
         profile: [
           { rust: "1.72", features: "" },
           { rust: "1.72", features: "--features=yyjson" },
-          { rust: "nightly-2024-07-02", features: "--features=yyjson,unstable-simd"},
-          { rust: "nightly-2024-07-02", features: "--features=avx512,yyjson,unstable-simd"},
+          { rust: "nightly-2024-08-05", features: "--features=yyjson,unstable-simd"},
+          { rust: "nightly-2024-08-05", features: "--features=avx512,yyjson,unstable-simd"},
         ]
         python: [
           { version: '3.13' },
diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml
index aaa5b77c..df817411 100644
--- a/.github/workflows/lint.yaml
+++ b/.github/workflows/lint.yaml
@@ -2,7 +2,7 @@ name: lint
 on: push
 jobs:
   lint:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
     - uses: actions/setup-python@v5
       with:
diff --git a/Cargo.lock b/Cargo.lock
index 487daf39..b2e287a8 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -40,18 +40,18 @@ checksum = "5ce89b21cab1437276d2650d57e971f9d548a2d9037cc231abdc0562b97498ce"
 
 [[package]]
 name = "castaway"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a17ed5635fc8536268e5d4de1e22e81ac34419e5f052d4d51f4e01dcc263fcc"
+checksum = "0abae9be0aaf9ea96a3b1b8b1b55c602ca751eba1b1500220cea4ecbafe7c0d5"
 dependencies = [
  "rustversion",
 ]
 
 [[package]]
 name = "cc"
-version = "1.0.104"
+version = "1.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74b6a57f98764a267ff415d50a25e6e166f3831a5071af4995296ea97d210490"
+checksum = "504bdec147f2cc13c8b57ed9401fd8a147cc66b67ad5cb241394244f2c947549"
 
 [[package]]
 name = "cfg-if"
@@ -70,13 +70,14 @@ dependencies = [
 
 [[package]]
 name = "compact_str"
-version = "0.7.1"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f86b9c4c00838774a6d902ef931eff7470720c51d90c2e32cfe15dc304737b3f"
+checksum = "6050c3a16ddab2e412160b31f2c871015704239bca62f72f6e5f0be631d3f644"
 dependencies = [
  "castaway",
  "cfg-if",
  "itoa",
+ "rustversion",
  "ryu",
  "serde",
  "static_assertions",
@@ -134,6 +135,12 @@ version = "0.2.155"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "97b3888a4aecf77e811145cadf6eef5901f4782c53886191b2f693f24761847c"
 
+[[package]]
+name = "memchr"
+version = "2.7.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "78ca9ab1a0babb1e7d5695e3530886289c18cf2f87ec19a575a0abdce112e3a3"
+
 [[package]]
 name = "no-panic"
 version = "0.1.30"
@@ -199,9 +206,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.22.0"
+version = "0.22.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab7164b2202753bd33afc7f90a10355a719aa973d1f94502c50d06f3488bc420"
+checksum = "1e8730e591b14492a8945cdff32f089250b05f5accecf74aeddf9e8272ce1fa8"
 dependencies = [
  "once_cell",
  "target-lexicon",
@@ -209,9 +216,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.22.0"
+version = "0.22.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6424906ca49013c0829c5c1ed405e20e2da2dc78b82d198564880a704e6a7b7"
+checksum = "5e97e919d2df92eb88ca80a037969f44e5e70356559654962cbb3316d00300c6"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -243,18 +250,18 @@ dependencies = [
 
 [[package]]
 name = "serde"
-version = "1.0.203"
+version = "1.0.205"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7253ab4de971e72fb7be983802300c30b5a7f0c2e56fab8abfc6a214307c0094"
+checksum = "e33aedb1a7135da52b7c21791455563facbbcc43d0f0f66165b42c21b3dfb150"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.203"
+version = "1.0.205"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "500cbc0ebeb6f46627f50f3f5811ccf6bf00643be300b4c3eabc0ef55dc5b5ba"
+checksum = "692d6f5ac90220161d6774db30c662202721e64aed9058d2c394f451261420c1"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -263,11 +270,12 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.120"
+version = "1.0.122"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4e0d21c9a8cae1235ad58a00c11cb40d4b1e5c784f1ef2c537876ed6ffd8b7c5"
+checksum = "784b6203951c57ff748476b126ccb5e8e2959a5c19e5c617ab1956be3dbc68da"
 dependencies = [
  "itoa",
+ "memchr",
  "ryu",
  "serde",
 ]
@@ -292,9 +300,9 @@ checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
 
 [[package]]
 name = "syn"
-version = "2.0.68"
+version = "2.0.72"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "901fa70d88b9d6c98022e23b4136f9f3e54e4662c3bc1bd1d84a42a9a0f0c1e9"
+checksum = "dc4b9b9bf2add8093d3f2c0204471e951b2285580335de42f9d2534f3ae7a8af"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -303,9 +311,9 @@ dependencies = [
 
 [[package]]
 name = "target-lexicon"
-version = "0.12.14"
+version = "0.12.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1fc403891a21bcfb7c37834ba66a547a8f402146eba7265b5a6d88059c9ff2f"
+checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
 
 [[package]]
 name = "unicode-ident"
@@ -325,12 +333,12 @@ dependencies = [
 
 [[package]]
 name = "version_check"
-version = "0.9.4"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49874b5167b65d7193b8aba1567f5c7d93d001cafc34600cee003eda787e483f"
+checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
 
 [[package]]
 name = "xxhash-rust"
-version = "0.8.10"
+version = "0.8.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "927da81e25be1e1a2901d59b81b37dd2efd1fc9c9345a55007f09bf5a2d3ee03"
+checksum = "6a5cbf750400958819fb6178eaa83bee5cd9c29a26a40cc241df8c70fdd46984"
diff --git a/Cargo.toml b/Cargo.toml
index edfdc6c0..e481d9ce 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -61,7 +61,7 @@ associative-cache = { version = "2", default-features = false }
 beef = { version = "0.5", default-features = false, features = ["impl_serde"] }
 bytecount = { version = "^0.6.7", default-features = false, features = ["runtime-dispatch-simd"] }
 chrono = { version = "=0.4.34", default-features = false }
-compact_str = { version = "0.7", default-features = false, features = ["serde"] }
+compact_str = { version = "0.8", default-features = false, features = ["serde"] }
 encoding_rs = { version = "0.8", default-features = false }
 half = { version = "2", default-features = false, features = ["std"] }
 itoa = { version = "1", default-features = false }
diff --git a/README.md b/README.md
index ceccea71..5c3e5fad 100644
--- a/README.md
+++ b/README.md
@@ -32,7 +32,7 @@ support for 64-bit
 * does not provide `load()` or `dump()` functions for reading from/writing to
 file-like objects
 
-orjson supports CPython 3.8, 3.9, 3.10, 3.11, and 3.12. It distributes
+orjson supports CPython 3.8, 3.9, 3.10, 3.11, 3.12, and 3.13. It distributes
 amd64/x86_64, aarch64/armv8, arm7, POWER/ppc64le, and s390x wheels for Linux,
 amd64 and aarch64 wheels for macOS, and amd64 and i686/x86 wheels for Windows.
 orjson does not and will not support PyPy. orjson does not and will not
@@ -1205,7 +1205,7 @@ It benefits from also having a C build environment to compile a faster
 deserialization backend. See this project's `manylinux_2_28` builds for an
 example using clang and LTO.
 
-The project's own CI tests against `nightly-2024-07-02` and stable 1.72. It
+The project's own CI tests against `nightly-2024-08-05` and stable 1.72. It
 is prudent to pin the nightly version because that channel can introduce
 breaking changes.
 
diff --git a/build.rs b/build.rs
index 2b705489..dc65d40f 100644
--- a/build.rs
+++ b/build.rs
@@ -37,10 +37,19 @@ fn main() {
         println!("cargo:rustc-cfg=feature=\"strict_provenance\"");
     }
 
+    // auto build unstable SIMD on nightly
     #[cfg(any(target_arch = "x86_64", target_arch = "aarch64"))]
     if env::var("ORJSON_DISABLE_SIMD").is_err() {
         if let Some(true) = version_check::supports_feature("portable_simd") {
             println!("cargo:rustc-cfg=feature=\"unstable-simd\"");
+
+            // auto build AVX512 on x86-64-v4 or supporting native targets
+            #[cfg(all(target_arch = "x86_64", target_feature = "avx512vl"))]
+            if let Some(true) = version_check::supports_feature("stdarch_x86_avx512") {
+                if env::var("ORJSON_DISABLE_AVX512").is_err() {
+                    println!("cargo:rustc-cfg=feature=\"avx512\"");
+                }
+            }
         }
     }
 
diff --git a/ci/azure-pipelines.yml b/ci/azure-pipelines.yml
index ee48ec0b..4a1387d2 100644
--- a/ci/azure-pipelines.yml
+++ b/ci/azure-pipelines.yml
@@ -1,8 +1,25 @@
 variables:
-  toolchain: nightly-2024-07-02
+  toolchain: nightly-2024-08-05
 
 jobs:
 
+- job: win_python313_amd64
+  pool:
+    vmImage: windows-2022
+  variables:
+    interpreter: C:\hostedtoolcache\windows\Python\3.13.0-rc.1\x64\python.exe
+    rustup: https://win.rustup.rs/x86_64
+    target: x86_64-pc-windows-msvc
+  steps:
+  - task: UsePythonVersion@0
+    inputs:
+      versionSpec: '3.13.0-rc.1'
+      addToPath: true
+      architecture: 'x64'
+      allowUnstable: true
+  - checkout: self
+  - template: ./azure-win.yml
+
 - job: win_python312_amd64
   pool:
     vmImage: windows-2022
@@ -83,6 +100,23 @@ jobs:
   - checkout: self
   - template: ./azure-win.yml
 
+- job: win_python313_x86
+  pool:
+    vmImage: windows-2022
+  variables:
+    interpreter: C:\hostedtoolcache\windows\Python\3.13.0-rc.1\x86\python.exe
+    rustup: https://win.rustup.rs/x86
+    target: i686-pc-windows-msvc
+  steps:
+  - task: UsePythonVersion@0
+    inputs:
+      versionSpec: '3.13.0-rc.1'
+      addToPath: true
+      architecture: 'x86'
+      allowUnstable: true
+  - checkout: self
+  - template: ./azure-win.yml
+
 - job: win_python312_x86
   pool:
     vmImage: windows-2022
diff --git a/requirements.txt b/requirements.txt
index ad527aec..a9d99bf5 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,7 +3,7 @@
 -r test/requirements.txt
 maturin
 mypy==1.10.0
-ruff==0.4.8
+ruff==0.5.5
 types-python-dateutil
 types-pytz
 types-simplejson
diff --git a/script/develop b/script/develop
index a6003285..1e6e1ade 100755
--- a/script/develop
+++ b/script/develop
@@ -2,6 +2,7 @@
 
 rm -f target/wheels/*
 
+export UNSAFE_PYO3_BUILD_FREE_THREADED=1
 export UNSAFE_PYO3_SKIP_VERSION_CHECK=1
 
 export CC="${CC:-clang}"
diff --git a/src/deserialize/json.rs b/src/deserialize/backend/json.rs
similarity index 99%
rename from src/deserialize/json.rs
rename to src/deserialize/backend/json.rs
index 9afd51e4..fd531f0d 100644
--- a/src/deserialize/json.rs
+++ b/src/deserialize/backend/json.rs
@@ -9,7 +9,7 @@ use smallvec::SmallVec;
 use std::borrow::Cow;
 use std::fmt;
 
-pub fn deserialize_json(
+pub(crate) fn deserialize(
     data: &'static str,
 ) -> Result<NonNull<pyo3_ffi::PyObject>, DeserializeError<'static>> {
     let mut deserializer = serde_json::Deserializer::from_str(data);
diff --git a/src/deserialize/backend/mod.rs b/src/deserialize/backend/mod.rs
new file mode 100644
index 00000000..d85ab163
--- /dev/null
+++ b/src/deserialize/backend/mod.rs
@@ -0,0 +1,13 @@
+// SPDX-License-Identifier: (Apache-2.0 OR MIT)
+
+#[cfg(not(feature = "yyjson"))]
+mod json;
+
+#[cfg(feature = "yyjson")]
+mod yyjson;
+
+#[cfg(feature = "yyjson")]
+pub(crate) use yyjson::deserialize;
+
+#[cfg(not(feature = "yyjson"))]
+pub(crate) use json::deserialize;
diff --git a/src/deserialize/yyjson.rs b/src/deserialize/backend/yyjson.rs
similarity index 99%
rename from src/deserialize/yyjson.rs
rename to src/deserialize/backend/yyjson.rs
index 41519749..c5538b4b 100644
--- a/src/deserialize/yyjson.rs
+++ b/src/deserialize/backend/yyjson.rs
@@ -57,7 +57,7 @@ fn unsafe_yyjson_get_next_non_container(val: *mut yyjson_val) -> *mut yyjson_val
     unsafe { ((val as *mut u8).add(YYJSON_VAL_SIZE)) as *mut yyjson_val }
 }
 
-pub fn deserialize_yyjson(
+pub(crate) fn deserialize(
     data: &'static str,
 ) -> Result<NonNull<pyo3_ffi::PyObject>, DeserializeError<'static>> {
     let mut err = yyjson_read_err {
diff --git a/src/deserialize/deserializer.rs b/src/deserialize/deserializer.rs
index 2e7dd8cd..b5a94f3a 100644
--- a/src/deserialize/deserializer.rs
+++ b/src/deserialize/deserializer.rs
@@ -23,13 +23,5 @@ pub fn deserialize(
 
     let buffer_str = unsafe { std::str::from_utf8_unchecked(buffer) };
 
-    #[cfg(feature = "yyjson")]
-    {
-        crate::deserialize::yyjson::deserialize_yyjson(buffer_str)
-    }
-
-    #[cfg(not(feature = "yyjson"))]
-    {
-        crate::deserialize::json::deserialize_json(buffer_str)
-    }
+    crate::deserialize::backend::deserialize(buffer_str)
 }
diff --git a/src/deserialize/mod.rs b/src/deserialize/mod.rs
index 9ec01cfa..0f1484d5 100644
--- a/src/deserialize/mod.rs
+++ b/src/deserialize/mod.rs
@@ -1,17 +1,12 @@
 // SPDX-License-Identifier: (Apache-2.0 OR MIT)
 
+mod backend;
 mod cache;
 mod deserializer;
 mod error;
 mod pyobject;
 mod utf8;
 
-#[cfg(not(feature = "yyjson"))]
-mod json;
-
-#[cfg(feature = "yyjson")]
-mod yyjson;
-
 pub use cache::{KeyMap, KEY_MAP};
 pub use deserializer::deserialize;
 pub use error::DeserializeError;
diff --git a/src/lib.rs b/src/lib.rs
index b7a1563e..076f8098 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,7 +1,6 @@
 // SPDX-License-Identifier: (Apache-2.0 OR MIT)
 
-#![cfg_attr(feature = "avx512", feature(avx512_target_feature))]
-#![cfg_attr(feature = "avx512", feature(stdarch_x86_avx512))]
+#![cfg_attr(feature = "avx512", feature(stdarch_x86_avx512, avx512_target_feature))]
 #![cfg_attr(feature = "intrinsics", feature(core_intrinsics))]
 #![cfg_attr(feature = "optimize", feature(optimize_attribute))]
 #![cfg_attr(feature = "strict_provenance", feature(strict_provenance))]
diff --git a/src/serialize/per_type/dict.rs b/src/serialize/per_type/dict.rs
index 12c5e46a..20b8a064 100644
--- a/src/serialize/per_type/dict.rs
+++ b/src/serialize/per_type/dict.rs
@@ -381,7 +381,7 @@ fn non_str_uuid(key: *mut pyo3_ffi::PyObject) -> Result<CompactString, Serialize
 fn non_str_float(key: *mut pyo3_ffi::PyObject) -> Result<CompactString, SerializeError> {
     let val = ffi!(PyFloat_AS_DOUBLE(key));
     if !val.is_finite() {
-        Ok(CompactString::new_inline("null"))
+        Ok(CompactString::const_new("null"))
     } else {
         Ok(CompactString::from(ryu::Buffer::new().format_finite(val)))
     }
@@ -419,12 +419,12 @@ impl DictNonStrKey {
         opts: crate::opt::Opt,
     ) -> Result<CompactString, SerializeError> {
         match pyobject_to_obtype(key, opts) {
-            ObType::None => Ok(CompactString::new_inline("null")),
+            ObType::None => Ok(CompactString::const_new("null")),
             ObType::Bool => {
                 if unsafe { key == TRUE } {
-                    Ok(CompactString::new_inline("true"))
+                    Ok(CompactString::const_new("true"))
                 } else {
-                    Ok(CompactString::new_inline("false"))
+                    Ok(CompactString::const_new("false"))
                 }
             }
             ObType::Int => non_str_int(key),
diff --git a/src/serialize/writer/byteswriter.rs b/src/serialize/writer/byteswriter.rs
index 086d7202..dd121838 100644
--- a/src/serialize/writer/byteswriter.rs
+++ b/src/serialize/writer/byteswriter.rs
@@ -67,11 +67,7 @@ impl BytesWriter {
     fn grow(&mut self, len: usize) {
         let mut cap = self.cap;
         while len >= cap {
-            if len < 262144 {
-                cap *= 4;
-            } else {
-                cap *= 2;
-            }
+            cap *= 2;
         }
         self.resize(cap);
     }
@@ -164,7 +160,7 @@ impl WriteExt for &mut BytesWriter {
 
     #[inline]
     fn has_capacity(&mut self, len: usize) -> bool {
-        return self.len + len <= self.cap;
+        self.len + len <= self.cap
     }
 
     #[inline(always)]
diff --git a/src/serialize/writer/str/avx512.rs b/src/serialize/writer/str/avx512.rs
index d245ed53..1be47623 100644
--- a/src/serialize/writer/str/avx512.rs
+++ b/src/serialize/writer/str/avx512.rs
@@ -90,11 +90,10 @@ macro_rules! impl_format_simd_avx512vl {
 }
 
 #[inline(never)]
-#[cfg_attr(feature = "avx512", target_feature(enable = "avx512f"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "avx512bw"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "avx512vl"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "bmi2"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "bmi1"))]
+#[cfg_attr(
+    feature = "avx512",
+    target_feature(enable = "avx512f,avx512bw,avx512vl,bmi2")
+)]
 pub unsafe fn format_escaped_str_impl_512vl(
     odst: *mut u8,
     value_ptr: *const u8,
diff --git a/src/serialize/writer/str/generic.rs b/src/serialize/writer/str/generic.rs
index 77352487..0ca500f0 100644
--- a/src/serialize/writer/str/generic.rs
+++ b/src/serialize/writer/str/generic.rs
@@ -80,8 +80,7 @@ macro_rules! impl_format_simd_generic_128 {
 
 #[allow(dead_code)]
 #[inline(never)]
-#[cfg_attr(target_arch = "x86_64", target_feature(enable = "sse2"))]
-#[cfg_attr(target_arch = "x86_64", target_feature(enable = "bmi1"))]
+#[cfg_attr(target_arch = "x86_64", target_feature(enable = "sse2,bmi1"))]
 #[cfg_attr(target_arch = "aarch64", target_feature(enable = "neon"))]
 pub unsafe fn format_escaped_str_impl_generic_128(
     odst: *mut u8,
diff --git a/src/str/avx512.rs b/src/str/avx512.rs
index 291ed9a1..230a2de1 100644
--- a/src/str/avx512.rs
+++ b/src/str/avx512.rs
@@ -79,12 +79,10 @@ macro_rules! impl_kind_simd_avx512vl {
 }
 
 #[inline(never)]
-#[cfg_attr(feature = "avx512", target_feature(enable = "avx512f"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "avx512bw"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "avx512vl"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "bmi2"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "bmi1"))]
-#[cfg_attr(feature = "avx512", target_feature(enable = "popcnt"))]
+#[cfg_attr(
+    feature = "avx512",
+    target_feature(enable = "avx512f,avx512bw,avx512vl,bmi2")
+)]
 pub unsafe fn create_str_impl_avx512vl(buf: &str) -> *mut pyo3_ffi::PyObject {
     impl_kind_simd_avx512vl!(buf)
 }
diff --git a/test/requirements.txt b/test/requirements.txt
index 2efb3e8a..b07f7a6b 100644
--- a/test/requirements.txt
+++ b/test/requirements.txt
@@ -1,7 +1,8 @@
 arrow
 faker
-numpy;(platform_machine=="x86_64" or (platform_machine=="aarch64" and sys_platform == "linux")) and python_version<"3.12"
+numpy;(platform_machine=="x86_64" or (platform_machine=="aarch64" and sys_platform == "linux")) and python_version<"3.13"
 pendulum;sys_platform=="linux" and platform_machine=="x86_64" and python_version<"3.12"
+time-machine < 2.15;sys_platform=="linux" and platform_machine=="x86_64" and python_version<"3.12"
 psutil;(sys_platform=="linux" or sys_platform == "macos") and platform_machine=="x86_64"
 pytest
 pytest-random-order
diff --git a/test/test_api.py b/test/test_api.py
index 82208588..f4078b5b 100644
--- a/test/test_api.py
+++ b/test/test_api.py
@@ -49,7 +49,7 @@ def test_loads_type(self):
         """
         loads() invalid type
         """
-        for val in (1, 3.14, [], {}, None):
+        for val in (1, 3.14, [], {}, None):  # type: ignore
             pytest.raises(orjson.JSONDecodeError, orjson.loads, val)
 
     def test_loads_recursion_partial(self):