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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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CryptoBull_360™

@cryptobull_360 · Post #48849 · 03/20/2026, 05:31 AM

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🚀 Mantle's lending and borrowing market has hit a new all-time high of $1.35B, ranking #3. #crypto

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Crypto Angels

@cryptoangelsusa · Post #22048 · 11/22/2025, 04:18 AM

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📊Just hopped off a call with the top TA guys on X. Most of them shorted the top like us, but they held onto their spot bags because they weren’t confident about the #crypto crash. Meanwhile, we sold all our spot bag at $121k. Now we are waiting for the bottom to deploy.

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FREE TRIAL ꜰxᴘʀᴇᴍɪᴇʀᴇ.com 💠OFFICIAL ONLY

@forexsignalstrialgroup · Post #18088 · 03/09/2026, 09:21 AM

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Live Crypto News Today: Bitcoin, Ethereum and Altcoins Trade Under Pressure as Oil Shock, USD Strength and War Headlines Hit Risk Assets 9th March 2026 https://www.fxpremiere.com/live-crypto-news-today-bitcoin-ethereum-and-altcoins-trade-under-pressure-as-oil-shock-usd-strength-and-war-headlines-hit-risk-assets-9th-march-2026/#crypto

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