diff --git a/.github/workflows/docling-compat.yml b/.github/workflows/docling-compat.yml
new file mode 100644
index 0000000..0d6f2ee
--- /dev/null
+++ b/.github/workflows/docling-compat.yml
@@ -0,0 +1,95 @@
+name: Docling compatibility
+
+# Runs daily and on manual trigger.
+# Installs the LATEST docling + docling-core (ignoring version pins)
+# and runs the backend tests. Opens an issue if something breaks.
+
+on:
+  schedule:
+    - cron: "30 6 * * *" # Every day at 06:30 UTC
+  workflow_dispatch: # Manual trigger from GitHub UI
+
+jobs:
+  compat:
+    name: Test against latest Docling
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: document-parser
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+          cache: pip
+          cache-dependency-path: document-parser/requirements.txt
+
+      - name: Install system dependencies
+        run: sudo apt-get update && sudo apt-get install -y --no-install-recommends poppler-utils
+
+      - name: Install pinned dependencies
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install pytest pytest-asyncio httpx
+
+      - name: Upgrade docling to latest
+        id: versions
+        run: |
+          pip install --upgrade docling docling-core
+          echo "docling=$(pip show docling | grep Version | cut -d' ' -f2)" >> "$GITHUB_OUTPUT"
+          echo "docling_core=$(pip show docling-core | grep Version | cut -d' ' -f2)" >> "$GITHUB_OUTPUT"
+
+      - name: Run tests
+        run: pytest tests/ -v
+
+      - name: Open issue on failure
+        if: failure()
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const docling = '${{ steps.versions.outputs.docling }}';
+            const doclingCore = '${{ steps.versions.outputs.docling_core }}';
+            const run = `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}`;
+
+            // Don't open duplicate issues
+            const { data: issues } = await github.rest.issues.listForRepo({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              state: 'open',
+              labels: 'docling-compat',
+            });
+
+            const title = `Docling compatibility break: docling ${docling} / docling-core ${doclingCore}`;
+
+            if (issues.some(i => i.title === title)) {
+              console.log('Issue already exists, skipping.');
+              return;
+            }
+
+            await github.rest.issues.create({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              title,
+              labels: ['docling-compat', 'bug'],
+              body: [
+                `## Docling compatibility failure`,
+                ``,
+                `The daily compatibility check failed with the latest Docling releases:`,
+                ``,
+                `| Package | Version |`,
+                `|---------|---------|`,
+                `| \`docling\` | \`${docling}\` |`,
+                `| \`docling-core\` | \`${doclingCore}\` |`,
+                ``,
+                `**Workflow run:** [View logs](${run})`,
+                ``,
+                `### Next steps`,
+                `1. Check the failing tests in the workflow logs`,
+                `2. Identify breaking changes in the Docling changelog`,
+                `3. Update the code and version pins in \`requirements.txt\``,
+                `4. Close this issue once fixed`,
+              ].join('\n'),
+            });
diff --git a/docs/Sans-titre-2026-03-10-1116.png b/docs/Sans-titre-2026-03-10-1116.png
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index 0000000..f81569d
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diff --git a/docs/architecture.md b/docs/architecture.md
index 6e236e5..9cfcade 100644
--- a/docs/architecture.md
+++ b/docs/architecture.md
@@ -2,17 +2,38 @@
 
 ## Overview
 
-```
-┌────────────┐         ┌───────────────────────┐
-│  Frontend   │────────▶│   Document Parser      │
-│  Vue 3 + TS │  /api/* │ FastAPI + Docling       │
-│  port 3000  │         │ SQLite + file storage   │
-└────────────┘         │   port 8000             │
-                        └───────────────────────┘
-```
+![Docling Studio architecture](images/archi.png){ width="700" }
 
 Two services communicating via REST. The frontend is a Vue 3 SPA served by Nginx in production. The backend is a FastAPI app that wraps Docling's document conversion engine.
 
+### Zooming into the backend
+
+The schema above shows the macro view. Inside the backend, the code follows a **Clean Architecture** with strict layer boundaries:
+
+```
+┌──────────────────────────────────────────────────────┐
+│                     Backend                           │
+│                                                      │
+│   ┌──────────┐                                       │
+│   │   api/   │  ← HTTP (FastAPI routes, Pydantic)    │
+│   └────┬─────┘                                       │
+│        │ calls                                       │
+│   ┌────▼─────┐                                       │
+│   │services/ │  ← Use case orchestration             │
+│   └──┬────┬──┘                                       │
+│      │    │                                          │
+│  ┌───▼──┐ ┌▼───────────┐                             │
+│  │domain│ │persistence/ │                             │
+│  │      │ │             │                             │
+│  │bbox  │ │ SQLite CRUD │  ← Storage (your blue box) │
+│  │parse │ │ file store  │                             │
+│  └──────┘ └─────────────┘                             │
+│  ↑ pure Python, no deps   ↑ aiosqlite               │
+└──────────────────────────────────────────────────────┘
+```
+
+Dependencies flow **inward**: `api → services → domain`. The domain layer has zero knowledge of HTTP or database.
+
 ## Backend — Clean Architecture
 
 The backend follows a strict layered architecture. Dependencies flow inward: API → Services → Domain. The domain layer has zero knowledge of HTTP or database.
diff --git a/docs/images/archi.png b/docs/images/archi.png
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diff --git a/docs/index.md b/docs/index.md
index 9ae42fc..1da8358 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -4,6 +4,8 @@ A visual document analysis studio powered by [Docling](https://github.com/DS4SD/
 
 Upload a PDF, configure the extraction pipeline, and visualize the results — text, tables, images, formulas, bounding boxes — all from your browser.
 
+![Docling Studio architecture](images/archi.png){ width="600" }
+
 ![Docling Studio — Execution Result](screenshots/DS-execution-result.png)
 
 ## Features