diff --git a/.gitea/workflows/build.yml b/.gitea/workflows/build.yml
new file mode 100644
index 0000000..c0ae7cd
--- /dev/null
+++ b/.gitea/workflows/build.yml
@@ -0,0 +1,125 @@
+name: build
+
+on:
+  push:
+    branches: [main]
+    paths-ignore:
+      - '**.md'
+      - 'docs/**'
+      - 'BENCHMARKS.md'
+      - 'ROADMAP.md'
+      - 'CHANGELOG.md'
+      - 'LICENSE'
+      - '.gitea/ISSUE_TEMPLATE/**'
+  pull_request:
+    branches: [main]
+
+jobs:
+  cmake-build:
+    name: cmake build (CUDA 12.4, Ubuntu 22.04)
+    runs-on: ubuntu-22.04
+    container:
+      image: nvidia/cuda:12.4.1-cudnn-devel-ubuntu22.04
+    steps:
+      - name: Install build deps
+        run: |
+          export DEBIAN_FRONTEND=noninteractive
+          apt-get update
+          apt-get install -y --no-install-recommends \
+              build-essential cmake ninja-build pkg-config git \
+              libavformat-dev libavcodec-dev libavutil-dev libswscale-dev \
+              ca-certificates
+
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Configure (full — libcuframes + examples + tools)
+        run: |
+          cmake -B build -S . -G Ninja \
+              -DCMAKE_BUILD_TYPE=Release \
+              -DBUILD_TESTING=OFF \
+              -DBUILD_EXAMPLES=ON \
+              -DBUILD_TOOLS=ON \
+              -DBUILD_FFMPEG_FILTER=OFF \
+              -DBUILD_PYTHON_BINDINGS=OFF
+
+      - name: Build
+        run: cmake --build build --parallel
+
+      - name: Verify produced binaries + library
+        run: |
+          ls -la build/libcuframes/libcuframes.so*
+          ls -la build/libcuframes/libcuframes_static.a
+          ls -la build/tools/cuframes-rtsp-source/cuframes-rtsp-source
+          ls -la build/examples/sub_count/sub_count
+          ./build/tools/cuframes-rtsp-source/cuframes-rtsp-source --help | head -5
+
+      - name: Install + verify install layout
+        run: |
+          cmake --install build --prefix /tmp/cuframes-install
+          test -f /tmp/cuframes-install/include/cuframes/cuframes.h
+          test -f /tmp/cuframes-install/include/cuframes/cuframes.hpp
+          test -f /tmp/cuframes-install/lib/libcuframes.so
+          test -f /tmp/cuframes-install/lib/libcuframes_static.a
+
+  filter-build:
+    name: ffmpeg filter patch (out-of-tree)
+    runs-on: ubuntu-22.04
+    container:
+      image: nvidia/cuda:12.4.1-cudnn-devel-ubuntu22.04
+    needs: cmake-build
+    steps:
+      - name: Install build deps
+        run: |
+          export DEBIAN_FRONTEND=noninteractive
+          apt-get update
+          apt-get install -y --no-install-recommends \
+              build-essential cmake ninja-build pkg-config git nasm \
+              libssl-dev libx264-dev libx265-dev libnuma-dev zlib1g-dev \
+              ca-certificates wget patch
+
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Build libcuframes (для linking в patched ffmpeg)
+        run: |
+          cmake -B build -S . -G Ninja \
+              -DCMAKE_BUILD_TYPE=Release \
+              -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF -DBUILD_TOOLS=OFF
+          cmake --build build --parallel
+          cmake --install build --prefix /opt/cuframes
+
+      - name: Clone FFmpeg n7.1 + apply patch
+        run: |
+          git clone --depth 1 --branch n7.1 https://github.com/FFmpeg/FFmpeg.git /src/ffmpeg
+          cd /src/ffmpeg
+          patch -p1 < $GITHUB_WORKSPACE/filter/ffmpeg-7.1-cuframes-demuxer.patch
+          ls libavformat/cuframesdec.c
+
+      - name: Configure FFmpeg (minimal + libcuframes)
+        run: |
+          cd /src/ffmpeg
+          ./configure \
+              --prefix=/opt/ffmpeg \
+              --enable-libcuframes \
+              --extra-cflags="-I/opt/cuframes/include -I/usr/local/cuda/include" \
+              --extra-ldflags="-L/opt/cuframes/lib -L/usr/local/cuda/lib64" \
+              --extra-libs="-lcudart -lpthread -lrt -lm" \
+              --disable-x86asm --disable-everything \
+              --enable-demuxer=cuframes,rawvideo \
+              --enable-decoder=rawvideo \
+              --enable-muxer=null,rawvideo \
+              --enable-protocol=file --enable-ffmpeg \
+              --disable-doc --disable-htmlpages --disable-manpages \
+              --disable-podpages --disable-txtpages
+
+      - name: Build FFmpeg
+        run: |
+          cd /src/ffmpeg
+          make -j$(nproc) ffmpeg
+
+      - name: Verify cuframes demuxer registered
+        run: |
+          export LD_LIBRARY_PATH=/opt/cuframes/lib
+          /src/ffmpeg/ffmpeg -hide_banner -formats | grep cuframes
+          /src/ffmpeg/ffmpeg -hide_banner -h demuxer=cuframes | head -10
diff --git a/.gitea/workflows/release.yml b/.gitea/workflows/release.yml
new file mode 100644
index 0000000..e1f7412
--- /dev/null
+++ b/.gitea/workflows/release.yml
@@ -0,0 +1,78 @@
+name: release
+
+# Триггер: push tag v* (e.g. v0.1.0, v0.2.0).
+# Сборка: runtime Docker image + source tarball, прикладываем к gitea release.
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+jobs:
+  docker-runtime:
+    name: build runtime Docker image
+    runs-on: ubuntu-22.04
+    container:
+      image: docker.gitea.com/runner-images:ubuntu-22.04
+      # docker socket нужен — gitea runner монтирует /var/run/docker.sock
+      volumes:
+        - /var/run/docker.sock:/var/run/docker.sock
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Tag from ref
+        id: tag
+        run: |
+          TAG="${GITHUB_REF#refs/tags/v}"
+          echo "version=$TAG" >> $GITHUB_OUTPUT
+
+      - name: Login to gitea registry
+        run: |
+          echo "${{ secrets.GITEA_TOKEN }}" | docker login git.goldix.org \
+              -u "${{ github.actor }}" --password-stdin
+
+      - name: Build runtime image
+        run: |
+          docker build -f docker/Dockerfile.runtime \
+              -t git.goldix.org/gx/cuframes:${{ steps.tag.outputs.version }} \
+              -t git.goldix.org/gx/cuframes:latest \
+              .
+
+      - name: Push
+        run: |
+          docker push git.goldix.org/gx/cuframes:${{ steps.tag.outputs.version }}
+          docker push git.goldix.org/gx/cuframes:latest
+
+  source-tarball:
+    name: build source tarball
+    runs-on: ubuntu-22.04
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Tag from ref
+        id: tag
+        run: |
+          TAG="${GITHUB_REF#refs/tags/v}"
+          echo "version=$TAG" >> $GITHUB_OUTPUT
+
+      - name: Create tarball
+        run: |
+          VERSION="${{ steps.tag.outputs.version }}"
+          mkdir -p /tmp/release
+          git archive --format=tar.gz --prefix="cuframes-$VERSION/" \
+              -o "/tmp/release/cuframes-$VERSION.tar.gz" HEAD
+          ls -la /tmp/release/
+
+      # Готовый artifact — пользователь скачает с release page либо attached к release.
+      # Gitea release upload через API делается отдельным шагом (см. gitea/release-action
+      # либо curl); тут оставляем артефакт как build output для последующего ручного
+      # attach. Для полной автоматизации — добавить шаг upload через curl + GITEA_TOKEN.
+      - name: Upload tarball as artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: cuframes-${{ steps.tag.outputs.version }}-source
+          path: /tmp/release/cuframes-*.tar.gz
diff --git a/README.md b/README.md
index 56d8a4e..ea1b961 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,15 @@
 # cuframes
 
+[![build](https://git.goldix.org/gx/cuframes/actions/workflows/build.yml/badge.svg?branch=main)](https://git.goldix.org/gx/cuframes/actions?workflow=build.yml)
+[![release](https://img.shields.io/badge/release-v0.1.0-blue)](https://git.goldix.org/gx/cuframes/releases/tag/v0.1.0)
+[![license](https://img.shields.io/badge/license-LGPL--2.1+-green)](LICENSE)
+
 Zero-copy sharing декодированных видеокадров между процессами через CUDA IPC.
 
-**Статус:** v0.1 — libcuframes готов, cuframes-rtsp-source готов, e2e-pipeline
-протестирован (4×subscriber × 2000 frames, 0 torn). FFmpeg filter — v0.2.
-**Лицензия:** LGPL-2.1+
+**Статус:** v0.1.0 released — production-deployed на multi-camera CCTV-стeке
+(Frigate + custom C++ processor, оба используют один publisher на одном NVDEC).
+См. [BENCHMARKS.md](BENCHMARKS.md) для measurements, [ROADMAP.md](ROADMAP.md)
+для v0.2 plans.
 
 ## Минимальные требования