#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
📰 Wine 11.8 Brings Mono Engine Update and 22 Bug Fixes
Wine 11.8 updates Mono to version 11.1, improves MSXML and VBScript support, and fixes 22 bugs across games and Windows apps.
🔗 Source: https://linuxiac.com/wine-11-8-brings-mono-engine-update-and-22-bug-fixes/
#wine
Ancient factory exposes secrets of winemaking
A 1,500-year-old wine factory the size of a modern-day football field has been unearthed in Israel, showing how vintners met demand for high quality white wine popular throughout the ancient world.
#News#Reuters#Israel#Wine
Subscribe: http://smarturl.it/reuterssubscribe
Reuters brings you the latest business, finance and breaking news video from around the globe. Our reputation for accuracy and impartiality is unparalleled.
Get the latest news on: http://reuters.com/
Follow Reuters on Facebook: https://www.facebook.com/Reuters
Follow Reuters on Twitter: https://twitter.com/Reuters
Follow Reuters on Instagram: https://www.instagram.com/reuters/?hl=en
➖@reutersworldchannel➖
📰 Proton 11.0 Beta 2 Updates VKD3D-Proton
Following the release of Proton 11.0 Beta 1 from two weeks ago that updated against Wine 11.0, this heart to Valve's Steam Play is now out with a second beta release...
🔗 Source: https://www.phoronix.com/news/Proton-11.0-Beta-2
#proton#steam#wine
Early Roman women were forbidden to drink wine, and a husband who found his wife drinking was at liberty to kill her. The prohibition stemmed from a deeply patriarchal society that viewed women as weak and susceptible to vice, believing that wine could lead them to "inappropriate behavior" or "debauchery".
@googlefactss#alcohol#wine#history#nowyouknow