diff --git a/README.md b/README.md
index 1e5fd81..6670aa1 100644
--- a/README.md
+++ b/README.md
@@ -338,7 +338,7 @@ An extensive list of static Shields.io badges, sorted by category.
 | [![MySQL](https://img.shields.io/badge/MySQL-4479A1?logo=mysql&logoColor=fff)](#) | `[![MySQL](https://img.shields.io/badge/MySQL-4479A1?logo=mysql&logoColor=fff)](#)` |
 | [![Neo4J](https://img.shields.io/badge/Neo4j-008CC1?logo=neo4j&logoColor=white)](#) | `[![Neo4J](https://img.shields.io/badge/Neo4j-008CC1?logo=neo4j&logoColor=white)](#)` |
 | [![Oracle](https://custom-icon-badges.demolab.com/badge/Oracle-F80000?logo=oracle&logoColor=fff)](#) | `[![Oracle](https://custom-icon-badges.demolab.com/badge/Oracle-F80000?logo=oracle&logoColor=fff)](#)` |
-| [![PlanetScale](https://img.shields.io/badge/PlanetScale-111111?logo=planetscale&logoColor=white)](#) | `[![PlanetScale](https://img.shields.io/badge/PlanetScale-111111?logo=planetscale&logoColor=white)](#)` | 
+| [![PlanetScale](https://img.shields.io/badge/PlanetScale-111111?logo=planetscale&logoColor=white)](#) | `[![PlanetScale](https://img.shields.io/badge/PlanetScale-111111?logo=planetscale&logoColor=white)](#)` |
 | [![Postgres](https://img.shields.io/badge/Postgres-%23316192.svg?logo=postgresql&logoColor=white)](#) | `[![Postgres](https://img.shields.io/badge/Postgres-%23316192.svg?logo=postgresql&logoColor=white)](#)` |
 | [![Redis](https://img.shields.io/badge/Redis-%23DD0031.svg?logo=redis&logoColor=white)](#) | `[![Redis](https://img.shields.io/badge/Redis-%23DD0031.svg?logo=redis&logoColor=white)](#)` |
 | [![SQLite](https://img.shields.io/badge/SQLite-%2307405e.svg?logo=sqlite&logoColor=white)](#) | `[![SQLite](https://img.shields.io/badge/SQLite-%2307405e.svg?logo=sqlite&logoColor=white)](#)` |
@@ -360,6 +360,7 @@ An extensive list of static Shields.io badges, sorted by category.
 | [![Databricks](https://img.shields.io/badge/Databricks-FF3621?logo=databricks&logoColor=fff)](#) | `[![Databricks](https://img.shields.io/badge/Databricks-FF3621?logo=databricks&logoColor=fff)](#)` |
 | [![ETL](https://custom-icon-badges.demolab.com/badge/ETL-9370DB?logo=etl-logo&logoColor=fff)](#) | `[![ETL](https://custom-icon-badges.demolab.com/badge/ETL-9370DB?logo=etl-logo&logoColor=fff)](#)` |
 | [![Google Colab](https://img.shields.io/badge/Google%20Colab-F9AB00?logo=googlecolab&logoColor=fff)](#) | `[![Google Colab](https://img.shields.io/badge/Google%20Colab-F9AB00?logo=googlecolab&logoColor=fff)](#)` |
+| [![JAX](https://custom-icon-badges.demolab.com/badge/JAX-222827?logo=jax&logoColor=ffffff)](#) | `[![JAX](https://custom-icon-badges.demolab.com/badge/JAX-222827?logo=jax&logoColor=ffffff)](#)` |
 | [![Matplotlib](https://custom-icon-badges.demolab.com/badge/Matplotlib-71D291?logo=matplotlib&logoColor=fff)](#) | `[![Matplotlib](https://custom-icon-badges.demolab.com/badge/Matplotlib-71D291?logo=matplotlib&logoColor=fff)](#)` |
 | [![MLflow](https://img.shields.io/badge/MLflow-F4AA41?logo=MLflow&logoColor=black)](#) | `[![MLflow](https://img.shields.io/badge/MLflow-F4AA41?logo=MLflow&logoColor=black)](#)` |
 | [![NumPy](https://img.shields.io/badge/NumPy-4DABCF?logo=numpy&logoColor=fff)](#) | `[![NumPy](https://img.shields.io/badge/NumPy-4DABCF?logo=numpy&logoColor=fff)](#)` |
@@ -653,7 +654,7 @@ An extensive list of static Shields.io badges, sorted by category.
 | [![Grafana](https://img.shields.io/badge/Grafana-F46800?logo=grafana&logoColor=white)](#) | `[![Grafana](https://img.shields.io/badge/Grafana-F46800?logo=grafana&logoColor=white)](#)` |
 | [![Kibana](https://img.shields.io/badge/Kibana-005571?logo=kibana&logoColor=fff)](#) | `[![Kibana](https://img.shields.io/badge/Kibana-005571?logo=kibana&logoColor=fff)](#)` |
 | [![OpenTelemetry](https://img.shields.io/badge/OpenTelemetry-000?logo=opentelemetry&logoColor=fff)](#) | `[![OpenTelemetry](https://img.shields.io/badge/OpenTelemetry-000?logo=opentelemetry&logoColor=fff)](#)` |
-| [![Prometheus](https://img.shields.io/badge/Prometheus-E6522C?logo=prometheus&logoColor=white)](#) | `[![Prometheus](https://img.shields.io/badge/Prometheus-E6522C?logo=prometheus&logoColor=white)](#)` |  
+| [![Prometheus](https://img.shields.io/badge/Prometheus-E6522C?logo=prometheus&logoColor=white)](#) | `[![Prometheus](https://img.shields.io/badge/Prometheus-E6522C?logo=prometheus&logoColor=white)](#)` |
 
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