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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 #4250 · 02/26/2025, 01:00 PM

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Crypto Market Faces Severe Downturn 1️⃣ BTC inflow to exchanges hits annual high amidst panic. Price dropped below $90,000, triggering massive sell-offs. 2️⃣ Fear & Greed Index plunges to extreme fear (25), signaling anxiety in crypto markets. 3️⃣ BTC holders recorded losses of $1.73 billion, marking the highest since August 2024. 4️⃣ ETF funds faced major outflows totaling $1.01 billion, a record since launch. 5️⃣ Meme coins like Dogecoin and Shiba Inu drop significantly, as market saturation affects their traction. 6️⃣ New AI-meme project MIND of Pepe raises $6.8 million, distinguishing itself with functional AI integration. 7️⃣ Ethereum Foundation pledges $1.25 million for legal defense of Tornado Cash developer. 📈More Details on Bitcoin Rally Potential 🔗Ethena Stablecoin Investment 🔗Optifye Startup Controversy #Crypto#BTC#ETH#MemeCoins#AI#MarketTrends#Investments#Outflows#FearAndGreed#Blockchain#Saturation#MarketAnalysis#DeFi#Ethereum#TornadoCash#VC#WhaleAlert#YCombinator#Optifye#MINDofPepe

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#crypto #btc #eth #memecoins #ai #markettrends #investments #outflows #fearandgreed #blockchain #saturation #marketanalysis #defi #ethereum #tornadocash #vc #whalealert #ycombinator #optifye #mindofpepe