#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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#Wisdom
It's not what we bought but what we built
It's not what we got but what we shared
It's not our competence but our characters
And it's not our success but our significance
Live a life that matters. Live a life of love.
Unknown
#wisdom
@quietworld🍃
The day the child realizes that all adults are imperfect he becomes an adolescent; the day he forgives them, he becomes an adult; the day he forgives himself he becomes wise.
– Alden N –
#wisdom
@quietworld🍃
We judge people by what they see and hear, but we do not see the qualities that are hidden in their hearts. Avoid suspicion. Let's not say bad things about each other. Let us not gossip or insult.
#wisdom
We can control the words we say, but we can't control what people understand.
We can control what we say to people, but we can't control what other people say to others about us.
That's normal and just a part of life so be it. I'm at peace when I control only what I can control and refuse to take part in things that I cannot control especially those which do not matter at all. ☺️✨🦋
#thoughts#wisdom
@quietworld🍃
To live only for some future goal is shallow. It’s the sides of the mountain that sustain life, not the top.
– Robert M. Prisig
#life#wisdom
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