#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
🕵️#MEGA Bubblemaps: MEGA tokens were distributed among 8,360 addresses, with approximately 50% of addresses still holding all the tokens. About 40% of addresses have sold them completely, and around 10% of addresses have sold only a portion of the coins. link
Guillaume Faye left us on March 6, 2019, at the age of 69. He was a unique figure who leaves behind an extensive body of work. Like the ancient Greek heroes of old, he will achieve immortality if we continue to share his ideas. Guillaume laid the foundations—now it is up to us, dear comrades, to build the sanctuary of European civilization!
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