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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 #65213 · 04/12/2026, 02:59 AM

🚀 Bitcoin Long Position Closure Results in $192,000 Loss for Machi Big Brother Machi Big Brother recently closed a Bitcoin long position, incurring a loss of $192,000 following a market downturn. According to NS3.AI, this closure marked the end of a 13-win streak for the investor. #Bitcoin#LongPosition#Loss#MachiBigBrother#MarketDownturn#NS3AI#Investment#BTC

Crypto M - Crypto News

@CryptoM · Post #64987 · 04/10/2026, 12:57 PM

🚀 Major BTC Long Position Liquidated on Hyperliquid Platform In the last 10 minutes, a significant BTC long position was liquidated on Hyperliquid, according to ChainCatcher. The position, held by the entity identified as 0x1e9, was closed at a price of $71,463, resulting in a substantial sell order. The position was initially opened today at 6 a.m. UTC+8, when BTC was trading above $72,000. It involved 247 BTC, equivalent to approximately $17.65 million. As the price declined, the holder opted for a rapid stop-loss exit, incurring a loss of about $180,000. #BTC#longposition#liquidation#Hyperliquid#ChainCatcher#cryptocurrency#BTCprice#stoploss#cryptotrading#loss