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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