diff --git a/metadata/shortlinks.yaml b/metadata/shortlinks.yaml
index 2e57ba9aac8d6f..9f1192f8d4f4e0 100644
--- a/metadata/shortlinks.yaml
+++ b/metadata/shortlinks.yaml
@@ -688,6 +688,11 @@ name:
   proteomics/neoantigen-peptide-verification: "/topics/proteomics/tutorials/neoantigen-peptide-verification/tutorial.html"
   proteomics/neoantigen-predicting-hla-binding: "/topics/proteomics/tutorials/neoantigen-predicting-hla-binding/tutorial.html"
   proteomics/neoantigen-variant-annotation: "/topics/proteomics/tutorials/neoantigen-variant-annotation/tutorial.html"
+  climate/ocean_qcv_analysis: "/topics/climate/tutorials/ocean_qcv_analysis/tutorial.html"
+  imaging/yolo-segmentation-training: "/topics/imaging/tutorials/yolo-segmentation-training/tutorial.html"
+  microbiome/mgnify-amplicon: "/topics/microbiome/tutorials/mgnify-amplicon/tutorial.html"
+  statistics/flexynesis_cbio_import: "/topics/statistics/tutorials/flexynesis_cbio_import/tutorial.html"
+  statistics/flexynesis_unsupervised: "/topics/statistics/tutorials/flexynesis_unsupervised/tutorial.html"
 id:
   T00000: "/topics/admin/tutorials/ansible/tutorial.html"
   T00001: "/topics/admin/tutorials/ansible-galaxy/tutorial.html"
@@ -2343,7 +2348,7 @@ id:
   T00538: "/topics/ecology/tutorials/phylodiversity_workflow/tutorial.html"
   T00539: "/topics/genome-annotation/tutorials/comparison-braker-helixer-annotation/tutorial.html"
   F00458: "/faqs/galaxy/cite-tools-used-in-a-history.html"
-  E00032: "/events/2025-09-17-ws-historikertag.html"
+  E00032: "/events/2025-06-10-mtb-ngs.html"
   W00338: "/topics/ecology/tutorials/eDNA-taxonomic-analysis/workflows/main_workflow.html"
   T00540: "/topics/proteomics/tutorials/neoantigen-fragpipe-discovery/tutorial.html"
   N00114: "/news/2025/06/19/ode_to_community.html"
@@ -2354,7 +2359,7 @@ id:
   T00544: "/topics/proteomics/tutorials/neoantigen-peptide-verification/tutorial.html"
   T00545: "/topics/proteomics/tutorials/neoantigen-predicting-hla-binding/tutorial.html"
   T00546: "/topics/proteomics/tutorials/neoantigen-variant-annotation/tutorial.html"
-  T00547: "/topics/transcriptomics/tutorials/rna-seq-analysis-clustering-viz/tutorial.html"
+  T00547: "/topics/climate/tutorials/ocean_qcv_analysis/tutorial.html"
   F00459: "/faqs/galaxy/support_messaging_system.html"
   N00115: "/news/2025/07/01/gtn-elixir-life-cycle.html"
   P00033: "/learning-pathways/biont-python.html"
@@ -2365,6 +2370,24 @@ id:
   W00344: "/topics/proteomics/tutorials/neoantigen-peptide-verification/workflows/main_workflow.html"
   W00345: "/topics/proteomics/tutorials/neoantigen-predicting-hla-binding/workflows/main_workflow.html"
   W00346: "/topics/proteomics/tutorials/neoantigen-variant-annotation/workflows/main_workflow.html"
+  T00548: "/topics/imaging/tutorials/yolo-segmentation-training/tutorial.html"
+  T00549: "/topics/microbiome/tutorials/mgnify-amplicon/tutorial.html"
+  T00550: "/topics/statistics/tutorials/flexynesis_cbio_import/tutorial.html"
+  T00551: "/topics/statistics/tutorials/flexynesis_unsupervised/tutorial.html"
+  T00552: "/topics/transcriptomics/tutorials/rna-seq-analysis-clustering-viz/tutorial.html"
+  N00116: "/news/2025/07/03/bb-tiaas.html"
+  N00117: "/news/2025/07/17/gta-overview.html"
+  E00033: "/events/2025-09-17-ws-historikertag.html"
+  W00347: "/topics/imaging/tutorials/yolo-segmentation-training/workflows/main_workflow.html"
+  W00348: "/topics/microbiome/tutorials/mgnify-amplicon/workflows/mapseq-to-ampvis2.html"
+  W00349: "/topics/microbiome/tutorials/mgnify-amplicon/workflows/mgnify-amplicon-pipeline-v5-complete.html"
+  W00350: "/topics/microbiome/tutorials/mgnify-amplicon/workflows/mgnify-amplicon-pipeline-v5-its.html"
+  W00351: "/topics/microbiome/tutorials/mgnify-amplicon/workflows/mgnify-amplicon-pipeline-v5-quality-control-paired-end.html"
+  W00352: "/topics/microbiome/tutorials/mgnify-amplicon/workflows/mgnify-amplicon-pipeline-v5-quality-control-single-end.html"
+  W00353: "/topics/microbiome/tutorials/mgnify-amplicon/workflows/mgnify-amplicon-pipeline-v5-rrna-prediction.html"
+  W00354: "/topics/microbiome/tutorials/mgnify-amplicon/workflows/mgnify-amplicon-summary-tables.html"
+  W00355: "/topics/statistics/tutorials/flexynesis_cbio_import/workflows/main_workflow.html"
+  W00356: "/topics/statistics/tutorials/flexynesis_unsupervised/workflows/main_workflow.html"
 misc:
   ansible-galaxy: "/topics/admin/tutorials/ansible-galaxy/tutorial.html"
   feeds: "/feeds/index.html"