OpenScienceLabs · xmnlab · Nov 2, 2025 · Nov 2, 2025
diff --git a/pages/opportunities/gsoc/index.md b/pages/opportunities/gsoc/index.md
@@ -8,9 +8,7 @@ template: single-sidebar.html
 
 # Google Summer of Code (GSoC) at Open Science Labs
 
-Open Science Labs is excited to apply as a mentoring organization for Google
-Summer of Code 2025. This global program is an excellent opportunity for
-students and newcomers to dive into open source software development.
+Open Science Labs plans to apply for GSoC 2026. Stay tuned!
 
 ## About Google Summer of Code
 
@@ -24,9 +22,11 @@ For more information about GSoC, check out its official web page at
 
 ### Why Participate with OSL?
 
-Open Science Labs has a history of participation under the NumFOCUS umbrella in
-2023 and 2024, providing robust support to budding open-source enthusiasts
-through structured projects that enhance both learning and contribution.
+OSL has participated in GSoC since 2023: in 2023 and 2024 as a NumFOCUS
+sub-organization, and in 2025 as an independent Mentoring Organization.
+
+OSL provides robust support to budding open-source enthusiasts through
+structured projects that enhance both learning and contribution.
 
 ### Project Ideas Submission
 
@@ -40,8 +40,8 @@ The current list of project ideas can be found
 [here](/opportunities/gsoc/project-ideas).
 
 If you are considering submitting your project idea to OSL, please send your
-project by email to <team@opensciencelabs.org> by February 6. Check out our
-project idea template for more insights:
+project by email to <team@opensciencelabs.org> by January 31, 2026. Check out
+our project idea template for more insights:
 </opportunities/gsoc/templates/project-ideas/>.
 
 Additionally, all discussions about OSL participation in GSoC will happen on our

diff --git a/pages/opportunities/gsoc/project-ideas/index.md b/pages/opportunities/gsoc/project-ideas/index.md
@@ -6,10 +6,14 @@ authors: ["OSL Team"]
 template: single-sidebar.html
 ---
 
-# OSL Project Ideas for GSoC 2025
+# OSL Project Ideas for GSoC 2026
+
+> - Note 1: This is a list of the projects we will propose for 2026.
+> - Note 2: The application for GSoC Mentoring Organization 2026 is not running
+>   yet. Stay Tunned!
 
 Welcome to the Open Science Labs (OSL) project ideas page for Google Summer of
-Code 2025. As an umbrella organization, OSL hosts links to the ideas pages of
+Code 2026. As an umbrella organization, OSL hosts links to the ideas pages of
 each member organization. You can explore these projects here.
 
 At OSL, we've assembled a selection of project ideas that not only embody our
@@ -20,26 +24,15 @@ potential project ideas we're considering for GSoC. We believe these projects
 provide students with a valuable chance to engage with open-source efforts and
 develop their skills under the mentorship of seasoned professionals.
 
-This page details the sub-organizations available for GSoC 2025 participants.
+This page details the sub-organizations available for GSoC 2026 participants.
 Applicants are welcome to reach out to us on our
-[Discord](https://opensciencelabs.org/discord) or directly contact the
-sub-oganization/project mentors.
+[Discord](https://opensciencelabs.org/discord).
 
 ## Sub-Organizations
 
 _Note: Each organization includes a designated list of mentors. Please get in
 touch with them directly if you have any inquiries._
 
-<!--
-### AnamnesisAI
-
-- **Description**: AnamnesisAI is a project focused on extracting anamnesis in
-  FHIR format from text.
-- **Project WEB Page**: <https://osl-incubator.github.io/anamnesis.ai/>
-- **Project Ideas**:
-  [link](https://github.com/osl-incubator/anamnesis.ai/wiki/Project-Ideas)
--->
-
 ### Alpha One Labs
 
 - **Description**: Alpha One Labs is an education platform designed to
@@ -55,15 +48,6 @@ touch with them directly if you have any inquiries._
 - **Project Ideas**:
   [link](https://github.com/alphaonelabs/education-website/wiki/GSOC-2025-Ideas-Refined)
 
-### ArxLang/ASTx
-
-- **Description**: ASTx is an agnostic expression structure for AST. It is
-  agnostic because it is not specific to any language.
-- **Project WEB Page**: <https://astx.arxlang.org/>
-- **Repository**: <https://github.com/arxlang/astx>
-- **Communication channel**: [Discord](https://arxlang.org/discord)
-- **Project Ideas**: [link](https://github.com/arxlang/astx/wiki/Project-Ideas)
-
 ### ArxLang/IRx
 
 - **Description**: IRx aims to provide a translator to LLVM-IR from ASTx
@@ -88,17 +72,6 @@ touch with them directly if you have any inquiries._
 - **Project Ideas**:
   [link](https://github.com/extralit/extralit/wiki/GSoC-Project-Ideas-2025)
 
-### Makim
-
-- **Description**: Makim is based on **make** and focus on improving the way to
-  define targets and dependencies. Instead of using the Makefile format, it uses
-  yaml format.
-- **Project WEB Page**: <https://osl-incubator.github.io/makim/>
-- **Repository**: <https://github.com/osl-incubator/makim>
-- **Communication channel**: [Discord](https://opensciencelabs.org/discord)
-- **Project Ideas**:
-  [link](https://github.com/osl-incubator/makim/wiki/Project-Ideas)
-
 ### PyDataStructs
 
 - **Description**: PyDataStructs project aims to be a Python package for various
@@ -107,34 +80,12 @@ touch with them directly if you have any inquiries._
 - **Project Ideas**:
   [link](https://github.com/codezonediitj/pydatastructs/wiki/Google-Summer-of-Code-Project-Ideas)
 
-### Rago
-
-- **Description**: Rago is a lightweight framework for RAG.
-- **Project WEB Page**: <https://osl-incubator.github.io/rago/>
-- **Repository**: <https://github.com/osl-incubator/rago>
-- **Communication channel**: [Discord](https://opensciencelabs.org/discord)
-- **Project Ideas**:
-  [link](https://github.com/osl-incubator/rago/wiki/Project-Ideas)
-
-<!--
-### SciCookie
+### SDX
 
-- **Description**: SciCookie creates new python project's structure from an
-  opinionated project template.
-- **Project WEB Page**: <https://osl-incubator.github.io/scicookie>
-- **Repository**: <https://github.com/osl-incubator/scicookie>
-- **Communication channel**: [Discord](https://opensciencelabs.org/discord)
-- **Project Ideas**:
-  [link](https://github.com/osl-incubator/scicookie/wiki/Project-Ideas)
--->
-
-### Sugar
-
-- **Description**: Sugar organizes your stack of containers, gathering some
-  useful scripts and keeping this information centralized in a configuration
-  file with a friendly command line interface.
-- **Project WEB Page**: <https://osl-incubator.github.io/sugar/>
-- **Repository**: <https://github.com/osl-incubator/sugar>
-- **Communication channel**: [Discord](https://opensciencelabs.org/discord)
-- **Project Ideas**:
-  [link](https://github.com/osl-incubator/sugar/wiki/Project-Ideas)
+- **Description**: SDX provides a set of tools and libraries for health care
+  services empowered by AI. It includes screening, diagnosis, treatments,
+  prescriptions, clinical records, etc.
+- **Project WEB Page**: <https://sdx-org.github.io/sdx/>
+- **Repository**: <https://github.com/sdx-org/sdx>
+- **Communication channel**: [Discord](https://discord.gg/Nu4MdGj9jB)
+- **Project Ideas**: [link](https://github.com/sdx-org/sdx/wiki/Project-Ideas)
diff --git a/pages/opportunities/internships/oss/project-ideas/index.md b/pages/opportunities/internships/oss/project-ideas/index.md
@@ -30,27 +30,6 @@ sub-oganization/project mentors.
 _Note: Each organization includes a designated list of mentors. Please get in
 touch with them directly if you have any inquiries._
 
-<!--
-### AnamnesisAI
-
-- **Description**: AnamnesisAI is a project focused on extracting anamnesis in
-  FHIR format from text.
-- **Project WEB Page**: <https://osl-incubator.github.io/anamnesis.ai/>
-- **Project Ideas**:
-  [link](https://github.com/osl-incubator/anamnesis.ai/wiki/Project-Ideas)
--->
-
-### ArxLang/ASTx
-
-- **Description**: ASTx is an agnostic expression structure for AST. It is
-  agnostic because it is not specific to any language.
-- **Project WEB Page**: <https://astx.arxlang.org/>
-- **Repository**: <https://github.com/arxlang/astx>
-- **Communication channel**: [Discord](https://arxlang.org/discord)
-- **Project Ideas**: [link](https://github.com/arxlang/astx/wiki/Project-Ideas)
-- **Compensation**: Unpaid
-
-<!--
 ### ArxLang/IRx
 
 - **Description**: IRx aims to provide a translator to LLVM-IR from ASTx
@@ -62,8 +41,6 @@ touch with them directly if you have any inquiries._
 - **Project Ideas**: [link](https://github.com/arxlang/irx/wiki/Project-Ideas)
 - **Compensation**: Unpaid
 
--->
-
 ### Makim
 
 - **Description**: Makim is based on **make** and focus on improving the way to
@@ -86,7 +63,6 @@ touch with them directly if you have any inquiries._
   [link](https://github.com/osl-incubator/rago/wiki/Project-Ideas)
 - **Compensation**: Unpaid
 
-<!--
 ### SciCookie
 
 - **Description**: SciCookie creates new python project's structure from an
@@ -97,7 +73,6 @@ touch with them directly if you have any inquiries._
 - **Project Ideas**:
   [link](https://github.com/osl-incubator/scicookie/wiki/Project-Ideas)
 - **Compensation**: Unpaid
--->
 
 ### Sugar
 

diff --git a/pages/projects/list/index.md b/pages/projects/list/index.md
@@ -100,7 +100,7 @@ projects:
       thermodynamics.
 
   - name: Makim
-    type: incubated
+    type: affiliated
     maintainer_name: Ivan Ogasawara
     maintainer_email: ivan.ogasawara@gmail.com
     url: https://osl-incubator.github.io/makim/
@@ -167,7 +167,7 @@ projects:
       projects from project templates.
 
   - name: Sugar
-    type: incubated
+    type: affiliated
     maintainer_name: Ivan Ogasawara
     maintainer_email: ivan.ogasawara@gmail.com
     url: https://sugar-org.github.io/sugar/
@@ -180,7 +180,7 @@ projects:
       line would be very simple.
 
   - name: swarm-external-secrets
-    type: incubated
+    type: affiliated
     maintainer_name: Sai Sanjay
     maintainer_email: saisanjay7660@gmail.com
     url: https://sugar-org.github.io/swarm-external-secrets/