2025
Data Lab Infra - Part 3: Platform Setup with Terraform
·2940 words·14 mins
DevOps
homelab
platform
proxmox
terraform
cloud-init
gitlab
docker
video
Data Lab Infra - Part 2: Bootstrapping with Terraform
·1306 words·7 mins
DevOps
homelab
foundation
proxmox
minio
terraform
secrets-management
video
Data Lab Infra - Part 1: Architecture Design
·2125 words·10 mins
DevOps
homelab
architecture
data-stack
proxmox
minio
gitlab
docker
postgres
kafka
mlflow
ollama
ci-cd
secrets-management
video
MLOps: A/B Testing with MLflow, Kafka, and DuckLake
·3845 words·19 mins
MLOps
mlflow
ducklake
kafka
monitoring
ab-testing
video
Economic Competition Networks
·7168 words·34 mins
Data Science
network-science
network-analysis
economy
world-trade
market
video
GraphRAG with KùzuDB
·5807 words·28 mins
Data Science
rag
graph-rag
kuzudb
neo4j
embeddings
langchain
ollama
phi4
gemma3
video
Automated Semantic Releases on GitHub
·2203 words·11 mins
DevOps
semantic-releases
conventional-commits
git-branching
python
github-actions
automation
video
Automating Hugo Blog and Social Media with GitHub Actions
·2321 words·11 mins
DevOps
hugo
static-site
github-actions
automation
scheduling
rss
video
Data Lakehouse with dbt and DuckLake
·3130 words·15 mins
Data Engineering
duckdb
ducklake
dbt
minio
etl
video
PostgreSQL Maximalism
·4340 words·21 mins
Data Engineering
databases
postgres
extensions
unedited
video
series
research-notes