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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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Crypto M - Crypto News

@CryptoM · Post #65424 · 04/13/2026, 07:11 AM

🚀 PRECIOUS METALS | Gold and Silver Call Options Show Cautious Sentiment Gold call options continue to be positioned for an upward move, although enthusiasm for betting on a significant rise remains moderate. According to Jin10, silver call options exhibit a more cautious stance, with limited bets placed on substantial upward movements. #preciousmetals#gold#silver#calloptions#cautioussentiment

Crypto M - Crypto News

@CryptoM · Post #64702 · 04/09/2026, 03:05 PM

🚀 Bitcoin Call Options Surge with $80,000 Strike Price Bitcoin call options with an $80,000 exercise price for the end-of-June expiry have reached over $1.6 billion in notional open interest, marking the largest concentration among strike prices. According to NS3.AI, this development reflects traders' anticipation of significant price movements, as evidenced by the rise in implied volatility. #Bitcoin#CallOptions#StrikePrice#OpenInterest#Volatility#Cryptocurrency#Trading#BitcoinOptions#BTC