diff --git a/content/blog/13_a_primer_on_poetry.md b/content/blog/13_a_primer_on_poetry.md
index 69fcbc4..490f5dc 100644
--- a/content/blog/13_a_primer_on_poetry.md
+++ b/content/blog/13_a_primer_on_poetry.md
@@ -9,6 +9,10 @@ Summary: Taking back control of your python development tools.
 
 [TOC]
 
+# Update
+
+I have formatted this entry into a workshop format for [Som Energia](https://somenergia.coop), the cooperative I work with at Girona. You can find it [here](https://som-energia.github.io/somenergia-poetry-docker-workshop/).
+
 # Sharpen your axe
 
 > If I had to chop down a tree in eight hours, I would spend six hours sharpening my axe.
diff --git a/content/blog/14_docker_and_python.md b/content/blog/14_docker_and_python.md
index 649e9ec..ef8f969 100644
--- a/content/blog/14_docker_and_python.md
+++ b/content/blog/14_docker_and_python.md
@@ -9,6 +9,10 @@ Summary: Getting python containers right
 
 [TOC]
 
+# Update
+
+I have formatted this entry into a workshop format for [Som Energia](https://somenergia.coop), the cooperative I work with at Girona. You can find it [here](https://som-energia.github.io/somenergia-poetry-docker-workshop/).
+
 ## What
 
 I've toyed with docker a fair amount of time. There's a lot going on to get a working container so let me summarize a bit of what I'll show here:
diff --git a/content/blog/15_pinochet_rettig_revisited.md b/content/blog/15_pinochet_rettig_revisited.md
new file mode 100644
index 0000000..1b52ee8
--- /dev/null
+++ b/content/blog/15_pinochet_rettig_revisited.md
@@ -0,0 +1,27 @@
+Title: Python and Docker
+Date: 2024-01-01 15:00:00 +0400
+Category: Development
+Tags: dbt, docker, data-engineering
+Slug: pinochet-rettig-v2
+Authors: Diego Quintana
+Status: published
+Summary: Revisiting the Pinochet-Rettig dataset with dbt and docker
+
+## What
+
+This is a follow up to the [Pinochet-Rettig](https://diegoquintanav.github.io/pinochet-neo4j.html) post. I've learned a lot since then and I wanted to revisit the dataset with a more robust approach. I was motivated also by the conmemoration of the [50th anniversary of the coup d'etat in Chile](https://50.cl/).
+
+The project highlights and contributions as of now are:
+
+- [dbt documentation](https://diegoquintanav.github.io/pinochet-analyze-50/dbt_docs)
+- [Elementary Report](https://diegoquintanav.github.io/pinochet-analyze-50/elementary) using [Elementary](https://www.elementary-data.com/)
+- [FastAPI Docs](https://pinochet-api.fly.dev/docs) hosted on [fly.io](https://fly.io)
+- [Graphql endpoint](https://pinochet-api.fly.dev/graphql) using [strawberry-graphql](https://strawberry.rocks/)
+
+I'm using dbt to transform the data and expose it as a REST API using FastAPI with a GraphQL layer, as well as a semantic layer for running SPARQL queries. I'm also serving the api using fly.io, which is a really cool service that is not charging me anything for this project (bills below USD 5 monthly are 100% free as of now).
+
+The data is stored in a Postgres database with postgis, and everything is running in Docker containers.
+
+Make sure to visit the [Github repo](https://github.com/diegoquintanav/pinochet-analyze-50) and its README for more details.
+
+I wish I had more time to work on this, but I'm happy with the results so far. Let me know if you want to contribute!