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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 #4083 · 02/06/2025, 01:00 PM

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February Startup Fundraising Highlights MAVOCO AG raises $11.37M for IoT software solutions. 🛠️ Sirius Medical secures $10.33M for medical innovations. 🏥 Little Otter, focusing on children's mental health, raises $9.50M. 🌱 Lorikeet collects $9M for AI-driven issue resolution tools. 🤖 Easpeed Technology gains $7.92M for aerial imaging advancements. 📷 Digital Entertainment Asset earns $6.44M to enhance labor through gamification. 🎮 SimpliFed raises $4M for virtual breastfeeding support. 👶 EPYR brings in $3.10M for renewable heat solutions. ♻️ Presentation AI receives $3M to streamline presentation creation. 📊 LogicStar AI raises $3M to fix bugs in applications. 🔧 #IoT#Healthcare#MentalHealth#AI#Tech#Startups#Funding#RenewableEnergy#Gaming#Web3#Breastfeeding#Presentation#Efficiency#Innovation#ThermalEnergy#BugFixing#Software#Growth#Connectivity#Crowdsourcing