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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 #3893 · 01/16/2025, 01:00 PM

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Major Funding Rounds Announced in January Multiple startups have secured significant funding in January 2025: - Sygnum raises $58M. - Amogy nets $56M for its ammonia-based energy solution aimed at decarbonizing transportation by 2050. - Nelly achieves $52.57M to streamline digital documentation. - Bioptimus raises $41M for an AI foundation model in biology. - Orchid Security collects $36M to enhance application security. - Cresicor secures $30M for trade promotion management. - Hinge Bio raises $30M for antibody innovation. - SeeQC gets $30M for a digital quantum computing platform. - NatureMetrics raises $25M for biodiversity monitoring. - Vertical Compute nets $20.6M for data-intensive workload processing. Full details can be found on their respective websites. #Funding#Investment#Startup#Amogy#AI#Bioptimus#QuantumComputing#Sygnum#Security#NatureMetrics#Biodiversity#Technology#Transport#DigitalSignatures#Decarbonization#Semiconductors#DeepTech#Ecosystem#VC#Crypto