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Source channel @githubtrending · Post #14925 · Jul 7

#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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IRAS

@irassg · Post #1005 · 05/14/2024, 06:56 AM

#LifeatIRAS goes beyond just ticking off tasks; it's a vibrant journey filled with continuous learning and collaborative opportunities! 🌟 Techies, this one's for you! 👨‍💻 Tune in to the full video where Steven and Chanel spill the tea on the pivotal role of techies in the tax industry: https://youtu.be/OWWZ1Z6xUlc #WhyIDoWhatIDo#IRASGameOn#irassg#taxtech#techroles#careerideas

IRAS

@irassg · Post #1004 · 05/13/2024, 06:35 AM

The weather has been so hot 🥵🔥 Who else wants to work in a cold room too? 🙋 Learn more about what Shaun and Sakthi do and why they choose #lifeatIRAS: https://www.youtube.com/watch?v=KGDBnQv31WA Find your role with us at go.gov.sg/lifeatiras💡⭐️ #WhyIDoWhatIDo#IRASGameOn#irassg#taxtech#beattheheat#careerideas

IRAS

@irassg · Post #1001 · 05/08/2024, 07:40 AM

Ever wonder what's behind the scenes of tax investigation? 🕵️‍♂️ Our investigator, Jeremy, reveals his most intriguing tool – a door ram! 🚪 Watch the full video as Jeremy and Juliana explain the difference between a tax investigator and a tax auditor. Find your role with us at go.gov.sg/lifeatiras💡⭐️ #WhyIDoWhatIDo#IRASGameOn#irassg#taxtech#investigation#audit#careerideas#lifeatIRAS