#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
Chevrolet Tracker - shaharda hamda shahar tashqarisidagi sarguzashtlar uchun eng yaxshi avtomobildir.
Chevrolet Tracker - идеальный автомобиль для приключений в городе и на природе.
#chevrolet#chevroletuzbekistan#tracker
Chevrolet Tracker - zamonaviy va keng interyer.
O’zingizga o’xshagan zamonaviy va energiyaga boy ixcham krosovver izlayapsizmi?☺️
Sport uslubiga xos,hayratlanarli darajadagi keng interyer, hamyonbop narxlarda ko'ngilochar hamda xavfsizlik bo'yicha ilg'or texnologiyalarni taklif etadi.😎
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Chevrolet Tracker - стильный и просторный внутри.
Ищете компактный кроссовер , такой же стильный и энергичный ̆, как и вы?😊
Предлагая спортивное исполнение, удивительно просторный интерьер и доступные передовые технологии безопасности и развлечений.😎
#chevrolet#tracker#findnewroads#chevroletuzbekistan
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You can log and track the phone locations of your family and friends in complete privacy, using your Nextcloud server.
To do this you need to install the Nextcloud PhoneTrack App on your Nextcloud server, and the Android PhoneTrack App on every DeGoogled phone you want to track.
The F-Droid version is old and buggy.
To get the newer Dev Android version, you:
1. Go to the PhoneTrack Dev GitLab page, scroll down and click the "APK Direct Download" link
2. At top "Pipeline" option, click the Download arrow and select "AssembleDevDebug:archive"
3. This downloads a zip file. Extract the zip and install the APK.
CONNECT ALL PHONES AND TRACK
4. On Nextcloud create a dedicated account for PhoneTracking.
5. Create a PhoneTrack "Session" in the Nextcloud PhoneTrack app.
6. Sign each phone into the Nextcloud PhoneTrack account, and on the phone, add a "PhoneTrack log job" to the Session on Nextcloud.
⚡️@LinuxTechIndex
#PhoneTrack#Tracker#Nextcloud