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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 #64852 · 04/10/2026, 04:23 AM

🚀 ZEC Experiences Significant Price Surge Amid Whale Activity ZEC has seen a notable price increase since April 8, according to Hyperliquid data. The cryptocurrency accelerated from approximately $269, achieving a 43.1% rise over two days. As of today, the price peaked at $385 and is currently reported at $367.5, marking a 24-hour increase of 15.7%. According to BlockBeats On-chain Detection, during this surge, whales who shorted before April 8 have incurred significant losses. Among the whales opening new million-dollar positions today, most are following the upward trend, with only one address, 0x931, taking a contrary short position. This short position was opened with a 10x leverage, amounting to $3.44 million at an average price of $365.8, with a liquidation price of $411.5. Additionally, the address has set take-profit and stop-loss orders at $350 and $411, respectively. #ZEC#Cryptocurrency#PriceSurge#WhaleActivity#Blockchain#CryptoTrading#OnChainAnalysis#LeverageTrading

Crypto M - Crypto News

@CryptoM · Post #64913 · 04/10/2026, 09:17 AM

🚀 XRP Whale Activity Increases as Token Trades Near $1.34 Two significant XRP whale groups have accumulated approximately 130 million XRP, with the token trading close to $1.34 and maintaining a relatively stable performance over the past 30 days. According to NS3.AI, data from Glassnode and Santiment indicates that short-term holders have decreased their exposure. Meanwhile, resistance is forming around the $1.38 mark in the current technical setup. #XRP#WhaleActivity#CryptoTrading#Blockchain#Cryptocurrency#TokenAnalysis#MarketTrends#Glassnode#Santiment#PriceResistance