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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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Universe Mysteries 🪐

@cosmomyst · Post #393 · 10/08/2025, 06:21 PM

🪐 Astronomers using the OGLE survey have discovered a population of rogue planets, including a free-floating world called OGLE-2012-BLG-1323, which might be smaller than Earth and drifts alone through the Milky Way. Rogue planets like this have no parent star, traveling in permanent darkness—detected only by the way they briefly bend and magnify light from distant stars, a phenomenon known as gravitational microlensing. ✨ #rogueplanets⚡#exoplanets⚡#microlensing⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​

Universe Mysteries 🪐

@cosmomyst · Post #752 · 04/25/2026, 10:21 PM

🪐 One of the most massive rogue planets discovered so far is OGLE-2016-BLG-1190Lb, found through a process called gravitational microlensing—when a planet’s gravity briefly magnifies the light from a distant star as it passes in front. This giant, roughly 13 times the mass of Jupiter, drifts through space far from any star, showing that even enormous planets can roam the galaxy alone, undetectable except when they create these rare cosmic magnifying events. ✨ #rogueplanets⚡#microlensing⚡#giants⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​