Build and deploy AI agent workflows quickly using Sim, a cloud-hosted service that requires Docker and PostgreSQL with the pgvector extension. The article details the installation process, including commands for setting up the application and running it with local AI models. It also covers the necessary configurations for development environments and offers options for using PostgreSQL.

This tutorial guides users through setting up a complete Change Data Capture (CDC) pipeline using Debezium and Kafka Connect to stream changes from a PostgreSQL database. It covers the prerequisites, infrastructure setup with Docker, PostgreSQL configuration, connector registration, and observing change events in Kafka topics.

A reproducible stack for ingesting Notion databases into a Postgres warehouse is outlined, utilizing Dagster for orchestration and monitoring. The setup requires Docker Compose, and detailed steps for integration with Notion, environment configuration, and service deployment are provided. Additionally, users can manage pipeline states and backups while enabling scheduled runs and real-time logging.