diff --git a/.github/workflows/apptainer.yml b/.github/workflows/apptainer.yml
index d245ab5..0dd19e3 100644
--- a/.github/workflows/apptainer.yml
+++ b/.github/workflows/apptainer.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       max-parallel: 5
       matrix:
-        python: [3.8, 3.9, '3.10']
+        python: ['3.11']
       fail-fast: false
 
 
@@ -52,6 +52,6 @@ jobs:
 
     - name: testing
       run: |
-        sequana_multicov --input-directory test/data/ --use-apptainer  --reference test/data/JB409847.fa && cd multicov && sh multicov.sh
+        sequana_multicov --input-directory test/data/ --apptainer-prefix ~/images  --reference-file test/data/JB409847.fa --input-pattern "*7.bed" && cd multicov && sh multicov.sh
 
 
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 198f05d..f80dba3 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       max-parallel: 5
       matrix:
-        python: [3.8, 3.9, '3.10']
+        python: ['3.9', '3.10', '3.11']
       fail-fast: false
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 060d3d7..b05bb1e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,9 +19,9 @@ classifiers = [
         "Intended Audience :: Science/Research",
         "License :: OSI Approved :: BSD License",
         "Operating System :: POSIX :: Linux",
-        "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
         "Topic :: Software Development :: Libraries :: Python Modules",
         "Topic :: Scientific/Engineering :: Bio-Informatics",
         "Topic :: Scientific/Engineering :: Information Analysis",
@@ -33,11 +33,11 @@ packages = [
 
 
 [tool.poetry.dependencies]
-python = ">=3.8,<4.0"
-sequana = ">=0.15.1"
-sequana_pipetools = ">=0.12.4"
-click-completion = "^0.5.2"
-sequana-wrappers = "^26.3.20"
+python = ">=3.9,<4.0"
+sequana = ">=0.17"
+sequana_pipetools = ">=1.4.0"
+click-completion = ">=0.5.2"
+sequana-wrappers = ">=26.3.21"
 
 
 [tool.poetry.scripts]
diff --git a/sequana_pipelines/multicov/multicov.rules b/sequana_pipelines/multicov/multicov.rules
index 4d876cd..c6996bc 100644
--- a/sequana_pipelines/multicov/multicov.rules
+++ b/sequana_pipelines/multicov/multicov.rules
@@ -143,9 +143,57 @@ onsuccess:
 
     shell("chmod -R g+w .")
 
+    from sequana.modules_report.summary import SequanaReport
+    from sequana import logger
+    logger.setLevel("INFO")
+
+    manager.teardown()
+
+    # General info table
+    from sequana_pipelines.multicov import __version__
+    df_general = pd.DataFrame({
+        "samples": len(manager.samples),
+        "sequana_multicov_version": __version__,
+    }, index=["summary"])
+    datatable = DataTable(df_general.T, "general", index=True)
+    datatable.datatable.datatable_options = {
+        "paging": "false",
+        "bFilter": "false",
+        "bInfo": "false",
+        "bSort": "false",
+    }
+    js_general = datatable.create_javascript_function()
+    html_general = datatable.create_datatable(style="width:30%")
+
+    # Per-sample links table
+    df_samples = pd.DataFrame({
+        "sample": list(manager.samples.keys()),
+        "link": [f"{s}/sequana_coverage/sequana_coverage.html" for s in manager.samples],
+    })
+    datatable = DataTable(df_samples, "samples", index=False)
+    datatable.datatable.datatable_options = {
+        "paging": "false",
+        "buttons": ["copy", "csv"],
+        "bSort": "true",
+        "dom": "BRSPfrti",
+    }
+    datatable.datatable.set_links_to_column("link", "sample")
+    js_samples = datatable.create_javascript_function()
+    html_samples = datatable.create_datatable()
+
+    contents = f"""
+        <h2>General information</h2>
+        {js_general}{html_general}
+        <br>
+        <h2>Coverage reports per sample</h2>
+        {js_samples}{html_samples}
+    """
+
+    data = manager.getmetadata()
+    SequanaReport(data, intro=contents)
+
+    shell("chmod -R g+w .")
 
 onerror:
-    from sequana_pipetools.errors import PipeError
-    p = PipeError("multicov")
-    p.status()
+    manager.onerror()
 
diff --git a/sequana_pipelines/multicov/schema.yaml b/sequana_pipelines/multicov/schema.yaml
index 4423a2d..d247a2c 100644
--- a/sequana_pipelines/multicov/schema.yaml
+++ b/sequana_pipelines/multicov/schema.yaml
@@ -12,6 +12,8 @@ mapping:
     "input_pattern":
         type: str
         required: False
+    "apptainers":
+        type: any
 
     "sequana_coverage":
         type: map
diff --git a/sequana_pipelines/multicov/requirements.txt b/sequana_pipelines/multicov/tools.txt
similarity index 100%
rename from sequana_pipelines/multicov/requirements.txt
rename to sequana_pipelines/multicov/tools.txt