diff --git a/.woodpecker/.validate.yaml b/.woodpecker/.validate.yaml
index 38233e5..7da50a4 100644
--- a/.woodpecker/.validate.yaml
+++ b/.woodpecker/.validate.yaml
@@ -1,38 +1,37 @@
+variables:
+  - &image rg.fr-par.scw.cloud/asr-projects/beau-gosse-du-92/ci-lint-audit:latest
+
 steps:
   - name: lint - format
-    image: rust:1.86
+    image: *image
+    pull: true
     commands: |
-      rustup component add rustfmt
       cargo fmt --all --check
 
   - name: lint - sort derives
-    image: rust:1.86
+    image: *image
+    pull: true
     commands: |
-      cargo install --locked cargo-sort-derives
       cargo sort-derives --check
 
   - name: lint - clippy
-    image: rust:1.86
+    image: *image
+    pull: true
     commands: |
-      apt update && apt install -y libgtk-3-dev libjavascriptcoregtk-4.1-dev libwebkit2gtk-4.1-dev
-      rustup component add clippy
       cargo clippy --all --all-features -- -D warnings
     # Not ready to block PR on fail
     failure: ignore
 
   - name: lint - spellcheck
-    image: rust:1.86
+    image: *image
+    pull: true
     commands: |
-      apt update && apt install -y libclang-dev hunspell
-      cargo install --locked cargo-spellcheck
       cargo spellcheck
 
   - name: lint - dependencies
-    image: rust:1.86
+    image: *image
+    pull: true
     commands: |
-      apt update && apt install -y libgtk-3-dev libjavascriptcoregtk-4.1-dev libwebkit2gtk-4.1-dev
-      cargo install --locked cargo-udeps
-      rustup default nightly
       cargo udeps
 
   - name: build - web (dockerize)
@@ -46,9 +45,9 @@ steps:
       dry-run: true
 
   - name: audit - dependencies
-    image: rust:1.86
+    image: *image
+    pull: true
     commands: |
-      cargo install --locked cargo-deny
       cargo deny check
     # Not ready to block PR on fail
     failure: ignore
diff --git a/docker/Dockerfile.ci-lint-audit b/docker/Dockerfile.ci-lint-audit
index e1cbc69..ef8515e 100644
--- a/docker/Dockerfile.ci-lint-audit
+++ b/docker/Dockerfile.ci-lint-audit
@@ -1,10 +1,26 @@
-FROM rust:1.86
+FROM rust:1.86 AS builder
 
 RUN apt update \
-    && apt install -y --no-install-recommends git libgtk-3-dev libjavascriptcoregtk-4.1-dev libwebkit2gtk-4.1-dev libclang-dev hunspell \
+    && apt install -y --no-install-recommends libclang-dev hunspell \
     && apt clean
 
-RUN rustup component add rustfmt clippy \
-    && rustup default nightly
+RUN rustup default nightly \
+    && rustup component add rustfmt clippy
 
-RUN cargo install --locked cargo-sort-derives cargo-spellcheck cargo-udeps cargo-deny
+RUN cargo install cargo-binstall
+
+RUN cargo binstall cargo-sort-derives cargo-spellcheck cargo-udeps cargo-deny
+
+
+FROM debian:trixie-slim
+
+RUN apt update \
+    && apt install -y --no-install-recommends ca-certificates git rustup  build-essential \
+    libssl-dev pkg-config libglib2.0-0 libpango-1.0-0 libatk1.0-dev libgdk-pixbuf-2.0-dev \
+    libcairo2-dev libgtk-3-dev libsoup-3.0-dev libwebkit2gtk-4.1-dev \
+    && apt clean
+
+COPY --from=builder /usr/local/rustup/toolchains/nightly-x86_64-unknown-linux-gnu/ /root/.rustup/toolchains/nightly-x86_64-unknown-linux-gnu/
+COPY --from=builder /usr/local/cargo/bin /root/.cargo/bin/
+
+RUN rustup default nightly