diff --git a/Dockerfile b/Dockerfile
index 28f2e58..311aec5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,7 +4,7 @@ FROM registry.fedoraproject.org/fedora:43
 RUN dnf -y install --setopt=install_weak_deps=False --nodocs \
   python3.13 python3.13-devel git rsync libatomic bash ca-certificates curl \
   gcc gcc-c++ binutils make ffmpeg-free \
-  cmake ninja-build aria2c tar xz vim nano \
+  cmake ninja-build aria2c tar xz vim nano proxychains \
   libdrm-devel zlib-devel openssl-devel jq \
   numactl-devel gperftools-libs procps-ng \
   && dnf clean all && rm -rf /var/cache/dnf/*
@@ -16,12 +16,12 @@ ARG GFX=gfx120X-all
 RUN set -euo pipefail; \
   BASE="https://therock-nightly-tarball.s3.amazonaws.com"; \
   PREFIX="therock-dist-linux-${GFX}-${ROCM_MAJOR_VER}"; \
-  KEY="$(curl -s "${BASE}?list-type=2&prefix=${PREFIX}" \
+  KEY="$(proxychains curl -s "${BASE}?list-type=2&prefix=${PREFIX}" \
   | tr '<' '\n' \
   | grep -o "therock-dist-linux-${GFX}-${ROCM_MAJOR_VER}\..*\.tar\.gz" \
   | sort -V | tail -n1)"; \
   echo "Downloading Latest Tarball: ${KEY}"; \
-  aria2c -x 16 -s 16 -j 16 --file-allocation=none "${BASE}/${KEY}" -o therock.tar.gz; \
+  proxychains aria2c -x 16 -s 16 -j 16 --file-allocation=none "${BASE}/${KEY}" -o therock.tar.gz; \
   mkdir -p /opt/rocm; \
   tar xzf therock.tar.gz -C /opt/rocm --strip-components=1; \
   rm therock.tar.gz
@@ -55,23 +55,23 @@ RUN printf 'source /opt/venv/bin/activate\n' > /etc/profile.d/venv.sh
 RUN python -m pip install --upgrade pip wheel packaging "setuptools<80.0.0"
 
 # 5. Install PyTorch (TheRock Nightly) and PyYAML
-RUN python -m pip install \
+RUN proxychains python -m pip install \
   --index-url https://rocm.nightlies.amd.com/v2-staging/gfx120X-all/ \
   --pre torch torchaudio torchvision && \
-  python -m pip install pyyaml
+  proxychains python -m pip install pyyaml
 
 # Flash-Attention
 WORKDIR /opt
 ENV FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE"
 
-RUN git clone https://github.com/ROCm/flash-attention.git &&\
+RUN proxychains git clone https://github.com/ROCm/flash-attention.git &&\
   cd flash-attention &&\
   git checkout main_perf &&\
   python setup.py install && \
   cd /opt && rm -rf /opt/flash-attention
 
 # 6. Clone vLLM
-RUN git clone https://github.com/vllm-project/vllm.git /opt/vllm
+RUN proxychains git clone https://github.com/vllm-project/vllm.git /opt/vllm
 WORKDIR /opt/vllm
 
 # --- PATCHING ---
@@ -108,7 +108,7 @@ ENV VLLM_TARGET_DEVICE="rocm"
 ENV PYTORCH_ROCM_ARCH="gfx1201"
 ENV HIP_ARCHITECTURES="gfx1201"          
 ENV AMDGPU_TARGETS="gfx1201"              
-ENV MAX_JOBS="4"
+ENV MAX_JOBS="32"
 
 # --- FIX FOR SEGFAULT ---
 # We force the Host Compiler (CC/CXX) to be the ROCm Clang, not Fedora GCC.
@@ -125,7 +125,7 @@ RUN export HIP_DEVICE_LIB_PATH=$(find /opt/rocm -type d -name bitcode -print -qu
 
 # --- bitsandbytes (ROCm) ---
 WORKDIR /opt
-RUN git clone -b rocm_enabled_multi_backend https://github.com/ROCm/bitsandbytes.git
+RUN proxychains git clone -b rocm_enabled_multi_backend https://github.com/ROCm/bitsandbytes.git
 WORKDIR /opt/bitsandbytes
 
 # Explicitly set HIP_PLATFORM (Docker ENV, not /etc/profile)
diff --git a/build_and_run.sh b/build_and_run.sh
index c07d3d4..9e56167 100644
--- a/build_and_run.sh
+++ b/build_and_run.sh
@@ -265,7 +265,7 @@ build_image() {
     
     BUILD_START=$(date +%s)
     
-    if docker build -t "${IMAGE_NAME}:${IMAGE_TAG}" .; then
+    if DOCKER_BUILDKIT=1 docker build --build-arg MAX_JOBS=32 -t "${IMAGE_NAME}:${IMAGE_TAG}" .; then
         BUILD_END=$(date +%s)
         BUILD_TIME=$((BUILD_END - BUILD_START))