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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 #918 · 04/06/2021, 01:39 PM

TrackerControl TrackerControl allows users to monitor and control the widespread, ongoing, hidden data collection in mobile apps about user behaviour (‘tracking’). To detect tracking, TrackerControl combines the power of the Disconnect blocklist, used by Firefox, and our in-house blocklist is used, created from analysing ~2 000 000 apps! Additionally, TrackerControl supports custom blocklists. 💡 This approach 👉🏼 reveals the companies behind tracking, 👉🏼 allows to block tracking selectively, and 👉🏼 exposes the purposes of tracking, such as analytics or advertising. The app also aims to educate about your rights under Data Protection Law, such the EU General Data Protection Regulation (GDPR). Under the hood, TrackerControl uses Android’s VPN functionality, to analyse apps’ network communications locally on the Android device. This is accomplished through a local VPN server, to enable network traffic analysis by TrackerControl. 💡 No root is required, other VPNs or Private DNS are not supported. No external VPN server is used, to keep your data safe! TrackerControl even protects you against DNS cloaking, a popular technique to hide trackers in websites and apps. TrackerControl will always be free and open source, being a research project. https://trackercontrol.org/ https://github.com/OxfordHCC/tracker-control-android/releases/latest/download/TrackerControl-githubRelease-latest.apk #TrackerControl#data#collection#android#apps#opensource 📡@nogoolag