#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
Jake Paul knocked out Mike Perry in the 6th round 👊
I expected to win. I should have won in the first round, but Perry survived. Mike Tyson, you're next, sign the contract.
#Box
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Jake Paul on the fight with Mike Perry:
"Maybe at the beginning, he’ll land a couple of heavy shots, maybe he’ll be all wild and unpredictable, but as the fight progresses, I’ll start breaking him down with my footwork, jab, and body shots."
#Box
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Diaz Sues Organizers of Fight with Masvidal
#box#mma
Nate Diaz has filed a lawsuit against the organizers of the fight with Jorge Masvidal.
Nate claims he had an agreement for a $10,000,000 payout for the fight. He received an advance payment of $1,000,000, with the remaining $9,000,000 to be paid after the fight. The lawsuit states that the company is refusing to make the payments, claiming that the event was unprofitable.
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