#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
𝖺𝗏𝖺𝗍𝖺𝗋: 𝗍𝗁𝖾 𝗅𝖺𝗌𝗍 𝖺𝗂𝗋𝖻𝖾𝗇𝖽𝖾𝗋
>>> посмотрела ещё на выходных!! мне безумно понравился этот вариант экранизации ❤️
[ каст на мой взгляд идеальный 😌 ]
> пересматриваю сейчас изначальную 'легенду об аанге' и, да, она отличается, но тем не менее экранизация классная 🫶🏻
#avatar