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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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EdgeMarket.AI 📣

@edgemarketai · Post #8115 · 04/19/2026, 07:26 PM

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📊 EDGE MARKET EVENT Will RCB win 3 matches before May 25? This isn’t just a yes/no question it’s a live signal driven by market intelligence. Track probability, sentiment, and momentum in real time: https://edgemarket.ai/bnb/cricket/will-royal-challengers-bangalore-win-3-matches-before-may-25-2026/statistics/69e1fb51dcd75d8e46234b7e No opinions. Just data. Trade the outcome. #EdgeMarket#PredictionMarkets#RCB#IPL2026#CryptoMarkets

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EdgeMarket.AI 📣

@edgemarketai · Post #8143 · 04/29/2026, 09:42 AM

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RCB vs Gujarat Titans is live on EdgeMarket. You are not just watching the game You can take a position before it ends YES if RCB wins NO if Gujarat Titans win Stake. Earn. Truth. Enter the market 👇 https://edgemarket.ai/bnb/cricket/will-royal-challengers-bengaluru-defeat-gujarat-titans/statistics/69e89c14a9870bbf09e2450a #EdgeMarket#RCB#GujaratTitans#Cricket#PredictionMarkets

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