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Source channel @githubtrending · Post #14925 · Jul 7

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#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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Interesting Planet 🌍

@interesting_planet_facts · Post #1189 · 01/03/2026, 10:11 PM

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🌎 The peregrine falcon holds the speed record for any animal on Earth. During hunting dives called “stoops,” it can reach over 320 kilometers per hour. This speed helps it catch birds in midair. ✨ #animals⚡#records⚡#speed 👉subscribe Interesting Planet 👉more Channels ​

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Interesting Planet 🌍

@interesting_planet_facts · Post #695 · 09/05/2025, 08:22 PM

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🌎 The cheetah is the fastest land animal, capable of sprinting up to 112 kilometers per hour for short distances. Its slender body and long tail provide balance while chasing prey across African plains. ✨ #animals⚡#speed⚡#records 👉subscribe Interesting Planet ​

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Interesting Planet 🌍

@interesting_planet_facts · Post #589 · 08/19/2025, 04:22 PM

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🌎 Some bamboo species can grow up to 91 centimeters in a single day, making bamboo one of the fastest-growing plants on Earth. This rapid growth helps bamboo quickly regenerate after being harvested and provides vital habitats for many animals. ✨ #botany⚡#speed⚡#ecosystems 👉subscribe Interesting Planet

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Universe Mysteries 🪐

@cosmomyst · Post #222 · 09/04/2025, 08:11 PM

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🪐 The pulsar PSR J1748−2446ad in the globular cluster Terzan 5 holds the record as the fastest-spinning known pulsar, rotating an astonishing 716 times per second. Pulsars are ultra-dense neutron stars that emit narrow beams of radiation, and this particular cosmic beacon spins so rapidly that its surface moves at about a quarter of the speed of light. ✨ #pulsars⚡#neutronstars⚡#speed⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries ​

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Interesting Planet 🌍

@interesting_planet_facts · Post #524 · 08/08/2025, 08:22 PM

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🌎 Lightning-fast, the peregrine falcon dives at up to 320 km/h, making it the fastest animal on Earth. Specialized nostrils and strong muscles let it hunt mid-air with pinpoint accuracy. ✨ #falcon⚡#speed⚡#wildlife 👉subscribe Interesting Planet

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