Monitoring Carbon Emissions: Making the Impact of Your Python Code Visible

Learn to monitor and reduce the carbon emissions of your Python code in this comprehensive tutorial from PyCon US. Explore the basics of observability and its importance in deployed services, focusing on creating effective metrics for your Python applications. Gain hands-on experience in exposing custom metrics, utilizing Prometheus for data storage, and visualizing results with Grafana dashboards. Delve into climate-conscious technology, understanding the tech industry's environmental impact and applying green coding principles. Master techniques for extracting carbon awareness metrics and instrumenting your code to measure emissions. Discover strategies for implementing carbon-aware workloads, optimizing energy efficiency, and selecting environmentally friendly cloud provider regions. Equip yourself with the knowledge and skills to advocate for sustainable practices in tech, contributing to a greener future for the industry and the planet.