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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 #3781 · 01/03/2025, 01:00 PM

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Funding Rounds Overview for January 2025 * NextChem raises $129.05M for green chemistry innovations. NextChem * TRUGO TECH secures $54.81M for smart vehicle technology. TRUGO TECH * Ithaca Finance raises $20M for developments in finance. Ithaca Finance * CX2 obtains $15M for AI defense technology solutions. CX2 * Shanghai Lianfeng collects $13.77M for Internet of Vehicles tech. Shanghai Lianfeng * Zhongpo New Materials raises $10.97M for polymer technologies. Zhongpo New Materials * Unicalce secures $10.35M for lime production in steel. Unicalce * Ballerine gets $8.50M for SMB risk management solutions. Ballerine * Inferix Labs raises $2.60M for decentralized GPU infrastructure. Inferix Labs * Ver.iD secures $2.05M for user identity solutions. Ver.iD * CargoFL collects $786.60K for logistics automation optimization. CargoFL * Optimistic CEO forecasts Bitcoin could reach $200,000 by end of 2025. The Daily Hodl * BlackRock fund records $332M outflow on January 2. * Predictions of 648M humanoid robots by 2040 by Citibank. Source: FT #Funding#GreenEnergy#AI#DefenseTech#SmartVehicles#Robotics#Bitcoin#Crypto#VC

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