#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
NEW CONTEST🧘🧘🧘🧘
We are the OG..🔝
We are MONK!🆒
Durov it s a MONK not only on Telegram username but in his concept of life, in his mindset, in all he what to do.
Study his post on his official channel (Telegram, Instangram and X) and you will be excited by the truth that will appear to you.
Durov is a #MONK!👍👍👍
No others narrative, only this is the OG.🆒🆒
Show this truth to the world!!
The best two post on X and on the Main Chat on Telegram will win 15 💎 and 10 💎 respectively.
END OF CONTEST 25 AUGUST AT 8 P.M.👀👀
🚀 Understanding Different Personality Types in Modern Society
PANews posted on X (formerly Twitter) about various personality types observed in contemporary society. The discussion highlights four distinct archetypes: the Cynic, who often expresses skepticism but frequently ends up managing difficult situations; the Strategist, who appears to be disconnected but becomes highly productive as deadlines approach; the Resourceful, who thrives under narratives of scarcity and tends to be frugal; and the Monk, who practices restraint and detachment, leading a life of minimal desires and low volatility.
#personalitytypes#modernlife#cynic#strategist#resourceful#monk#society
🚀 Overview of SBTI's 28 Personality Types
PANews posted on X (formerly Twitter) about the 28 distinct personality types identified by SBTI. These include the 'Controller' who excels in task management and situation handling, and the 'ATM-er' who invests time and emotional value. The 'Dior-s' represents a self-deprecating narrative under pressure, while the 'BOSS' is goal-oriented with strong organizational skills. The 'Thanker' leans towards positive feedback and gratitude, whereas the 'Oh-No' personality anticipates risks and negative outcomes. The 'GoGo' is action-driven, and the 'Sexy' emphasizes style and attraction. The 'Lover' is emotionally invested, and the 'Mum' is nurturing and concerned. The 'Fake' wears a social mask, and the 'OJBK' is conflict-averse. The 'Malo' resonates with the working class, while the 'Joker' uses humor to mask vulnerability. The 'WOC!' is highly reactive, and the 'Thinker' is analytical. The 'Shit' is cynical but often cleans up messes, while the 'ZZZZ' strategically disconnects. The 'Poor' is resource-conscious, and the 'Monk' is restrained and detached. The 'IMSB' is self-deprecating, and the 'Solo' is independent. The 'FUCK' is direct and rebellious, while the 'Dead' feels drained. The 'IMFW' has a low self-assessment, and the 'HHHH' finds humor first. The 'Drunk' is a hidden personality, and the 'Kanye' remains mysterious.
#SBTI#PersonalityTypes#Controller#ATM#Dior#BOSS#Thanker#OhNo#GoGo#Sexy#Lover#Mum#Fake#OJBK#Malo#Joker#WOC#Thinker#Shit#ZZZZ#Poor#Monk#IMSB#Solo#FUCK#Dead#IMFW#HHHH#Drunk#Kanye