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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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@dianjingtiyuxieyi · Post #5432 · 08/29/2025, 09:37 AM

CSGO-BLAST秋季公开赛-预选赛 #ECS 对战 FNC (BO3) 2025-08-29 18:00 全局获胜:ECS 地图比分:2-1 地图让分:ECS+1.5 地图大小:大于2.5 (重心) CSGO-BLAST秋季公开赛-预选赛 #ECS 对战 FNC (BO3) 2025-08-29 18:00 局1 单局获胜: ECS 回合让分: ECS+2.5 回合大小: 大于21.5 (重心) 回合单双: 双

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@githubtrending · Post #14851 · 06/22/2025, 11:30 AM

#python#aws#aws_cli#aws_sdk#cloud#cloud_management#cloudformation#cloudwatch#dynamodb#ec2#ecs#elasticsearch#iam#kinesis#lambda#machine_learning#rds#redshift#route53#s3#serverless AWS Lambda lets you run code without managing servers, automatically scaling to handle any number of requests and charging you only for the compute time you use. It supports many programming languages and integrates well with other AWS services, making it ideal for tasks like real-time data processing, image handling, chatbots, and automating backups. This serverless approach saves you time and money by removing infrastructure management and adapting instantly to demand spikes, so your applications stay responsive and cost-efficient even as usage changes. Lambda is great for building scalable, event-driven applications quickly and easily. https://github.com/donnemartin/awesome-aws