TGINSIGHT SIMILAR POSTS
Source channel @githubtrending · Post #14925 · Jul 7
#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5]. https://github.com/humanlayer/12-factor-agents
Search: #crops
@amazingeo · Post #634 · 02/15/2026, 08:31 PM
🌍 Nearly half of all quinoa grown worldwide comes from just two regions in the Andes Mountains of Bolivia and Peru, where unique high-altitude conditions make large-scale farming possible. ✨ #agriculture⚡#Andes⚡#crops⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #252 · 09/17/2025, 09:12 AM
🌍 Bananas are the world’s most-exported fruit, yet nearly all commercial bananas are genetic clones. This makes plantations worldwide vulnerable to the same diseases spreading rapidly. ✨ #agriculture⚡#crops⚡#food⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@amazingeo · Post #179 · 09/05/2025, 03:12 AM
🌍 Wheat is grown on more land than any other crop worldwide. Over 215 million hectares—from Russian steppes to Canadian prairies—are covered with wheat fields each year. ✨ #agriculture⚡#crops⚡#food⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@amazingeo · Post #409 · 10/23/2025, 08:31 PM
🌍 Palm oil plantations now cover over 19 million hectares worldwide, mainly in Indonesia and Malaysia. This rapid expansion has made Southeast Asia the top global supplier of edible vegetable oil. ✨ #agriculture⚡#crops⚡#landuse⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels