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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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Libreware

@libreware · Post #1144 · 05/26/2023, 01:59 PM

Lock and wipe on emergency. You can use PanicKit, tile,shortcut or send a message with a secret code. On trigger, using Device Administration API, it locks a device and optionally runs wipe (factory reset). Or it can send a broadcast message instead of the wipe. Also you can: fire when a device was not unlocked for X time fire when a USB data connection is made while a device is locked fire when a fake messenger app is launched fire when a duress password is entered (companion app: Duress) The app works in Work Profile too, but with limitations. Use it to install risky apps and Wasted in it. Then you can wipe this profile data with one click without wiping the whole device. For base security take a look at: Sentry.Only encrypted device may guarantee that the data will not be recoverable. Be aware that the app does not work in safe mode. Wasted (Lock a device and delete its data in an emergency) https://f-droid.org/packages/me.lucky.wasted/ https://github.com/x13a/Wasted #security#cellebrite#UFED

Libreware

@libreware · Post #944 · 05/12/2021, 08:15 PM

LockUp Android application that will monitor the device for signs for attempts to image it using known forensic tools like the Cellebrite UFED. https://github.com/mbkore/lockup https://blog.korelogic.com/blog/2020/06/29/cellebrite_good_times_come_on Build by nekohasekai: https://github.com/nekohasekai/lockup/releases https://apt.izzysoft.de/fdroid/repo/io.nekohasekai.lockup #lockup#Cellebrite#cops