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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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SG MRT Updates

@sgmrt · Post #1692 · 04/07/2023, 06:47 AM

[CCL]: If you are at #Promenade, #Bayfront or #MarinaBay, you may take the TEL, DTL, or alternative modes of transport. Free regular bus and free bridging bus services are still available. - SMRT

SG MRT Updates

@sgmrt · Post #1467 · 06/20/2022, 05:58 AM

[CCL] UPDATE: Shuttle train service is available #Bayfront & #MarinaBay at Platform B. Passengers are advised to use DTL to continue their journey between #Bayfront and #Promenade. - SMRT

SG MRT Updates

@sgmrt · Post #1466 · 06/20/2022, 05:43 AM

[CCL]: Due to a track fault, additional 10 mins travelling time between #Promenade & #MarinaBay. Shuttle train service is available #Bayfront & #MarinaBay at Platform B. Passengers are advised to use DTL to continue their journey between #Bayfront and #Promenade. - SMRT

SG MRT Updates

@sgmrt · Post #1690 · 04/07/2023, 06:15 AM

[CCL]: Pls add 40mins of train travel time between #DhobyGhaut/#MarinaBay and #Stadium. Commuters are advised to take other lines such as DTL, NSL and NEL if you are at #DhobyGhaut, #MarinaBay, #Promenade or #Bayfront. Free regular bus and free bus bridging svcs are available. - SMRT