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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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Venture Village Wall 🦄

@venturevillagewall · Post #4074 · 02/05/2025, 04:00 PM

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Crypto Market Faces Uncertainty, Analysts Warn Analysts predict further decline in the crypto market amid U.S. political uncertainty. Lack of progress on Bitcoin reserves and disappointing updates from David Sachs contribute to investor hesitance, say SkyBridge Capital's Anthony Scaramucci and QCP Capital experts. Yet, Standard Chartered forecasts Bitcoin may hit $500,000 during Trump's presidency. El Salvador recently added 11 BTC to its national Bitcoin reserve, totaling 6068 BTC. Medical firm Semler Scientific bought 871 BTC, raising its total to 3192 BTC. Additionally, Canadian company Neptune Digital Assets acquired 20 BTC, boosting their balance to 376 BTC. Meanwhile, MicroStrategy has paused further Bitcoin purchases after 12 consecutive weeks. For more details, visit: Forklog #Crypto#Bitcoin#TrumpsPresidency#SkyBridge#ElSalvador#SemlerScientific#NeptuneDigitalAssets#MicroStrategy#Investment#MarketAnalysis#QCPCapital#StandardChartered#BTC#CryptoMarket#PoliticalUncertainty#Blockchain#Investors#Reserve#Finance

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#crypto #bitcoin #trumpspresidency #skybridge #elsalvador #semlerscientific #neptunedigitalassets #microstrategy #investment #marketanalysis #qcpcapital #standardchartered #btc #cryptomarket #politicaluncertainty #blockchain #investors #reserve #finance