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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 #64803 · 04/10/2026, 12:45 AM

🚀 Galaxy Digital Reports Annual Loss Amid Digital Asset Challenges Galaxy Digital has released its annual report, revealing a net loss of approximately $241 million for the year. According to Odaily, the loss was primarily due to unrealized losses in digital assets and investment positions. The adjusted figures indicate that the company achieved an EBITDA of around $216 million, with its core operations showing profitability under non-GAAP measures. The digital asset business, which includes trading, lending, asset management, and staking services, reported an adjusted gross profit of about $505 million. Following the release of the financial report, the company's stock price increased by over 11%. #GalaxyDigital#AnnualLoss#DigitalAssets#EBITDA#NetLoss#UnrealizedLosses#InvestmentPositions#DigitalAssetBusiness#Trading#Lending#AssetManagement#StakingServices#AdjustedGrossProfit#StockPriceIncrease