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Source channel @githubtrending · Post #14693 · May 10

#jupyter_notebook#a2a#agentic_ai#dapr#dapr_pub_sub#dapr_service_invocation#dapr_sidecar#dapr_workflow#docker#kafka#kubernetes#langmem#mcp#openai#openai_agents_sdk#openai_api#postgresql_database#rabbitmq#rancher_desktop#redis#serverless_containers The Dapr Agentic Cloud Ascent (DACA) design pattern helps you build powerful, scalable AI systems that can handle millions of AI agents working together without crashing. It uses Dapr technology with Kubernetes to efficiently manage many AI agents as lightweight virtual actors, ensuring fast response, reliability, and easy scaling. You can start small using free or low-cost cloud tools and grow to planet-scale systems. The OpenAI Agents SDK is recommended for beginners because it is simple, flexible, and gives you good control to develop AI agents quickly. This approach saves costs, avoids vendor lock-in, and supports resilient, event-driven AI workflows, making it ideal for developers aiming to create advanced, cloud-native AI applications[1][2][3][4]. https://github.com/panaversity/learn-agentic-ai

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Amazing Geography 🌍

@amazingeo · Post #440 · 11/07/2025, 08:31 PM

🌍 Atmospheric rivers—narrow bands of moisture in the sky—can carry more water than the Amazon River. When these “rivers in the air” hit land, they unleash heavy rains and reshape water cycles. ✨ #hydrology⚡#rainfall⚡#climate⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #192 · 09/07/2025, 09:12 AM

🌍 The equatorial climate zone gets nearly the same amount of daylight all year, making temperatures steady and rainfall high—some spots see over 200 wet days annually with barely any seasonal change. ✨ #climate⚡#equator⚡#rainfall⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #157 · 09/01/2025, 04:12 PM

🌍 In the world’s subtropical climate zones, some deserts like the Sahara and Arabian receive less than 2 centimeters of rain a year—making them among the driest places on Earth. ✨ #climatezones⚡#deserts⚡#rainfall⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #532 · 12/23/2025, 08:31 PM

🌍 Some climate zones, like the monsoon zone, see one season bringing almost all their annual rain in just a few weeks. This sudden wet season shapes ecosystems and water supplies for millions. ✨ #climatezones⚡#monsoon⚡#rainfall⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​