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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
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@amazingeo · Post #76 · 08/19/2025, 09:12 AM
🌍 At the bottom of Antarctica’s ice lies a vast liquid lake called Lake Vostok, sealed under 4 kilometers of ice. This hidden hydrosphere supports unique life forms adapted to total darkness. ✨ #hydrosphere⚡#Antarctica⚡#secrets⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍
@TestFlightX · Post #34465 · 11/04/2024, 10:25 AM
#SECRETS #4 #PASSWORD#MANAGER https://testflight.apple.com/join/sTKxmWxL
@TFGames · Post #1780 · 01/02/2024, 12:33 AM
#SECRETS #4 #PASSWORD#MANAGER https://testflight.apple.com/join/sTKxmWxL
@american_observer · Post #5366 · 03/12/2026, 10:59 PM
A general and the bearer of key UFO secrets, who headed the Pentagon's unidentified aerial phenomena group and was previously the commander of the US Air Force Research Laboratory, has mysteriously disappeared in the United States. 68-year-old retired U.S. Air Force Major General William Neil McCasland went missing after he left his Albuquerque home on foot on February 27. His phone was left at home, and since then he has not contacted his relatives, CNN reports. #general#key#UFO#secrets#disappeared 📱American Оbserver - Stay up to date on all important events 🇺🇸