diff --git a/_data/artifacts/openseeds/library.csv b/_data/artifacts/openseeds/library.csv
index fb5f280ab..76f57177e 100644
--- a/_data/artifacts/openseeds/library.csv
+++ b/_data/artifacts/openseeds/library.csv
@@ -268,22 +268,20 @@ Promoting openness in science","November 22, 2022",ols-6,Open Science,Open Acces
 262,,Gemma Turon,Open Leadership in Practice,"November 14, 2023",ols-8,Open Leadership,Open Leadership in Practice,
 263,,Neema Iyer,Open Leadership in Practice,"November 14, 2023",ols-8,Open Leadership,Open Leadership in Practice,
 264,,Yo Yehudi,Open Leadership in Practice,"November 14, 2023",ols-8,Open Leadership,Open Leadership in Practice,
-265,,,Introduction to Open Leadership in Practice,"October 30, 2024",ols-9-dra,Open Leadership,Open Leadership in Practice,
-266,,,Speakers' talks,"October 30, 2024",ols-9-dra,Open Leadership,Open Leadership in Practice,
-267,https://docs.google.com/presentation/d/e/2PACX-1vTCjL3-TcltgCN9RcRvooI-wUViuSFgtfm0pnXNGer5K7APtZKdtN4ITy8HdZkJBEcRzQFhOmmnH-23/pub,,Open Science Garden(s),"October 24, 2023",ols-8,Not sorted,Not tagged,
-268,https://docs.google.com/presentation/d/e/2PACX-1vRLTEtATIrUcuxbjrPv3nBNNWqxPE4bX8U3n-bkIaNd2DxXsWWFXsdwzQyGsBurNXp9QAcT0yPA-ocv/pub,,Community Design for Inclusivity,"November 08, 2023",ols-8,Not sorted,Not tagged,
-269,https://docs.google.com/presentation/d/e/2PACX-1vQv96-8vH1QoMyZ6oKj_BL0Bma3j195KI2rUkGBJvXmPjNZ-_unXkZWAkPlzixw8M5ykgiAkD0hNEMW/pub?start=false&loop=false&delayms=3000,,Open Science Garden(s),"November 21, 2023",ols-8,Not sorted,Not tagged,
-270,https://docs.google.com/presentation/d/e/2PACX-1vRQmPldM2vu5hoUX2FpdUKuSY8-krnsaqoLP_mg-H3OdGOiTLZO99Ey-1a_PAkhlsi09TzLiPgp__dc/pub,,Open-source software in practice,"November 29, 2023",ols-8,Not sorted,Not tagged,
-271,https://docs.google.com/presentation/d/e/2PACX-1vRoO3gcS1koiKYhncvBBnvI9qdMqYjEQ-BH3OKcMGHuCVdsB1nVOXpjg0_9DNXg9D4XfL8BhRpXpH_K/pub,,Open Science Garden(s),"December 06, 2023",ols-8,Not sorted,Not tagged,https://youtu.be/Xu9TgBXRVZw?si=FOd5dm8Q78Pn_t7K&t=131
-272,https://docs.google.com/presentation/d/15fHd7EiNt4G1tRDb-Eaycz9U3Ko5L1RI6_sWBVw8Yq4/edit?usp=sharing,Diana Pilvar,Documentation and metadata,"December 08, 2023",ols-8,Not sorted,Not tagged,
-273,,Rachael Ainsworth,How to run inclusive meetings and get community input,"December 20, 2023",ols-8,Not sorted,Not tagged,
-274,,,GitHub for Collaboration,"October 16, 2024",ols-9-dra,Not sorted,Not tagged,
-275,,,Vision statement,"October 17, 2024",ols-9-dra,Not sorted,Not tagged,
-276,,,Open Science Garden(s),"October 23, 2024",ols-9-dra,Not sorted,Not tagged,
-277,,,Open Science Garden(s),"October 23, 2024",ols-9-dra,Not sorted,Not tagged,
-278,,,Community Design for Inclusivity,"November 06, 2024",ols-9-dra,Not sorted,Not tagged,
-279,,,Good Coding Practices,"November 13, 2024",ols-9-dra,Not sorted,Not tagged,
-280,,,Code Review,"November 13, 2024",ols-9-dra,Not sorted,Not tagged,
-281,,,Package Managements,"November 13, 2024",ols-9-dra,Not sorted,Not tagged,
-282,,,Open Science Garden(s),"November 20, 2024",ols-9-dra,Not sorted,Not tagged,
-283,,,Personal Ecology and Self Care,"November 27, 2024",ols-9-dra,Not sorted,Not tagged,
+265,https://docs.google.com/presentation/d/e/2PACX-1vTCjL3-TcltgCN9RcRvooI-wUViuSFgtfm0pnXNGer5K7APtZKdtN4ITy8HdZkJBEcRzQFhOmmnH-23/pub,,Open Science Garden(s),"October 24, 2023",ols-8,Not sorted,Not tagged,
+266,https://docs.google.com/presentation/d/e/2PACX-1vRLTEtATIrUcuxbjrPv3nBNNWqxPE4bX8U3n-bkIaNd2DxXsWWFXsdwzQyGsBurNXp9QAcT0yPA-ocv/pub,,Community Design for Inclusivity,"November 08, 2023",ols-8,Not sorted,Not tagged,
+267,https://docs.google.com/presentation/d/e/2PACX-1vQv96-8vH1QoMyZ6oKj_BL0Bma3j195KI2rUkGBJvXmPjNZ-_unXkZWAkPlzixw8M5ykgiAkD0hNEMW/pub?start=false&loop=false&delayms=3000,,Open Science Garden(s),"November 21, 2023",ols-8,Not sorted,Not tagged,
+268,https://docs.google.com/presentation/d/e/2PACX-1vRQmPldM2vu5hoUX2FpdUKuSY8-krnsaqoLP_mg-H3OdGOiTLZO99Ey-1a_PAkhlsi09TzLiPgp__dc/pub,,Open-source software in practice,"November 29, 2023",ols-8,Not sorted,Not tagged,
+269,https://docs.google.com/presentation/d/e/2PACX-1vRoO3gcS1koiKYhncvBBnvI9qdMqYjEQ-BH3OKcMGHuCVdsB1nVOXpjg0_9DNXg9D4XfL8BhRpXpH_K/pub,,Open Science Garden(s),"December 06, 2023",ols-8,Not sorted,Not tagged,https://youtu.be/Xu9TgBXRVZw?si=FOd5dm8Q78Pn_t7K&t=131
+270,https://docs.google.com/presentation/d/15fHd7EiNt4G1tRDb-Eaycz9U3Ko5L1RI6_sWBVw8Yq4/edit?usp=sharing,Diana Pilvar,Documentation and metadata,"December 08, 2023",ols-8,Not sorted,Not tagged,
+271,,Rachael Ainsworth,How to run inclusive meetings and get community input,"December 20, 2023",ols-8,Not sorted,Not tagged,
+272,,,GitHub for Collaboration,"October 16, 2024",ols-9-dra,Not sorted,Not tagged,
+273,,,Vision statement,"October 17, 2024",ols-9-dra,Not sorted,Not tagged,
+274,,,Open Science Garden(s),"October 23, 2024",ols-9-dra,Not sorted,Not tagged,
+275,,,Open Science Garden(s),"October 23, 2024",ols-9-dra,Not sorted,Not tagged,
+276,,,Community Design for Inclusivity,"November 06, 2024",ols-9-dra,Not sorted,Not tagged,
+277,,,Good Coding Practices,"November 13, 2024",ols-9-dra,Not sorted,Not tagged,
+278,,,Code Review,"November 13, 2024",ols-9-dra,Not sorted,Not tagged,
+279,,,Package Managements,"November 13, 2024",ols-9-dra,Not sorted,Not tagged,
+280,,,Open Science Garden(s),"November 20, 2024",ols-9-dra,Not sorted,Not tagged,
+281,,,Personal Ecology and Self Care,"November 27, 2024",ols-9-dra,Not sorted,Not tagged,
diff --git a/_data/openseeds/library.yaml b/_data/openseeds/library.yaml
index 5ebd51ebb..8a40e23f2 100644
--- a/_data/openseeds/library.yaml
+++ b/_data/openseeds/library.yaml
@@ -1963,14 +1963,6 @@ Open Leadership:
       date: November 14, 2023
       cohort: ols-8
       title: Open Leadership in Practice
-    - title: Introduction to Open Leadership in Practice
-      date: October 30, 2024
-      cohort: ols-9-dra
-      speakers: []
-    - title: Speakers' talks
-      date: October 30, 2024
-      cohort: ols-9-dra
-      speakers: []
 Not sorted:
   Not tagged:
     description: .nan
diff --git a/_data/openseeds/ols-9-dra/schedule.yaml b/_data/openseeds/ols-9-dra/schedule.yaml
index 1a3f8b82c..05d98d192 100644
--- a/_data/openseeds/ols-9-dra/schedule.yaml
+++ b/_data/openseeds/ols-9-dra/schedule.yaml
@@ -339,7 +339,10 @@ weeks:
       title: Personal Management
       type: Skill-up
       learning_objectives:
-      - understanding the importance of mental health in research and community 
+      - Apply good coding practices to your software
+      - Review code
+      - Identify package management for your software
+      - 'Make your software ready for open-source- '
       talks:
       - title: Personal Ecology and Self Care
     - date: November 29, 2024
@@ -364,6 +367,7 @@ weeks:
       - Give examples of 3 use cases of the different Open Science principles
       talks:
       - title: Open Science Garden(s)
+        tag: Personal Ecology
       - {}
       - {}
     - date: December 06, 2024