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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 #65264 · 04/12/2026, 12:12 PM

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🚀 XRP's Triangle Breakout Sets $2.59 Price Target, Analyst Says Crypto analyst Dark Defender has highlighted a potential price target of $2.59 for XRP following its weekly triangle breakout. According to NS3.AI, Dark Defender noted that the cryptocurrency could find support at key Fibonacci levels of $1.31 and $1.37, provided it maintains its position above the previous resistance. #XRP#TriangleBreakout#PriceTarget#Crypto#DarkDefender#Fibonacci#NS3AI#Cryptocurrency

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Venture Village Wall 🦄

@venturevillagewall · Post #4053 · 02/02/2025, 07:00 PM

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Bitcoin Mirrors 2015-2018 Market Cycle 📈 A new report from *Glassnode* outlines parallels between Bitcoin's current bullish trend and the 2015-2018 market cycle. Key insights include: - Price retracements align with Fibonacci thresholds of 10.1%-23.6%. - Current capital inflows doubled, but below the previous cycle's peak. - Centralized exchanges have seen reserves drop from 3.1M BTC to 2.7M BTC. - 1.1M BTC shifted from long-term to short-term wallets during price ascent. While Bitcoin's macro trend is bullish, cautions arise about distribution phases preceding waning demand. Historical patterns suggest potential market stability ahead. Full report here #Bitcoin#MarketCycle#Crypto#Finance#Investment#BullMarket#Glassnode#Fibonacci#BTC#Trading#Economy#Reserves#ETF#InvestorBehavior#Liquidity#PriceAction#Trends#Analytics#Research#CapitalInflows#LongTermInvestors#ShortTermInvestors