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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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Inspiring Thoughts

@Inspiringthoughts · Post #10892 · 07/21/2025, 12:08 AM

At the tender age of seven, Pranjali Awasthi embarked on her coding journey under the guidance of her engineer father. This early exposure ignited a passion for technology that would shape her future. By thirteen, Pranjali was interning at Florida International University, delving into machine learning projects. These experiences highlighted the challenges researchers face in data extraction, inspiring her to seek innovative solutions. In January 2022, at just sixteen, she founded Delv.AI, an AI-powered platform designed to streamline data extraction for researchers. The startup quickly gained traction, securing approximately $450,000 in funding from notable investors. Within a year, Delv.AI achieved a valuation of around ₹100 crore (approximately $12 million), a testament to Pranjali’s vision and determination. Pranjali’s journey exemplifies the power of early passion, innovative thinking, and unwavering dedication. Her story serves as an inspiration to aspiring entrepreneurs worldwide. #YoungEntrepreneur#AIInnovation#WomenInTech#TechProdigy#StartupSuccess#Marketinggrowmatics

Venture Village Wall 🦄

@venturevillagewall · Post #3601 · 12/20/2024, 04:16 PM

Weekend Reading for Entrepreneurs Explore this week's top news: 1️⃣ Research on mobile game success probability - Read more2️⃣ Tech trends for 2025 according to Andreessen Horowitz - Find out more3️⃣ Video on David Lieb, creator of Google Photos - Watch here4️⃣ Podcast with Vlad Tenev from Robinhood - Listen in5️⃣ David Kahn's AI predictions for 2025 - Read the article6️⃣ Interview with Rocket Lab CEO Peter Beck - Explore the interview7️⃣ Turning mistakes into success with Flamp.io - Learn how #MobileGames#TechTrends#GooglePhotos#Podcast#AI#RocketLab#StartupSuccess#Sequoia#AndreessenHorowitz#VladTenev#DavidLieb#DavidKahn#PeterBeck#Flamp#YCombinator#SpaceX#Entrepreneurship#Innovation#Research#Investment#Finance