TGINSIGHT SIMILAR POSTS
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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@airdropgoldchannel · Post #157912 · 02/04/2025, 08:18 AM
🪂Solana L2, XOS Airdrop program 💯FREE 👉 Visit: http://X.ink ✅Connect wallet + socials ✅Claim daily points + spins ✅ Join Guild: https://guild.xyz/xos #xos
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@NothingPhone2Updates · Post #737 · 05/03/2026, 08:58 AM
halogenOS - Official | Android 16 | Nothing Phone (2) ✍️ Details: - Version: 16.2 - Codename: #Pong - Updated: 26/05/02 - Type: #Vanilla 🔽 Download: Here 🆘 Support : Here ⚙️ Installation: Here 🔖 Tags : #ROM#AOSP#Official#XOS ✍️ Changelog: - Dimmed mode - New launcher app drawer design - Slidable tiles - Battery charge limit - Add font customization - Add centered lockscreen clock style - Add VRR mode - April 2026 Security Patch - Increase Bluetooth sound quality when using AAC or SBC ✍️ Note: - Firmware is not included, based on NOS B4.0-251226-1110 - ROM is signed by official halogenOS keys. GApps support and PI not guaranteed (only vanilla with Sandboxed Play is officially supported). 🏆 Credits: - Chandu - Pong dev team & testers - halogenOS Community 👤 Maintainer : @N0m4n904 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2
@NothingPhone2Updates · Post #679 · 09/26/2025, 05:51 AM
HalogenOS - Official | Android 16 | Nothing Phone (2) ✍️ Details: - Version: 16.0 - Codename: #Pong - Initial Release: 25/09/25 - Type: #Vanilla 🔽 Download: Here 🆘 Support : Here ⚙️ Installation: Here 🔖 Tags : #ROM#AOSP#Official#XOS ✍️ Note: - Kernel is prepatched KSU - Firmware is not included, latest is recommended - ROM is signed by official halogenOS keys. GApps support and PI not guaranteed (only vanilla is officially supported). - Refer to this post for future updates related to the ROM. 🏆 Credits: - Chandu for Kernel (and DT which served as as a reference) - Pong dev team & Testers 👤 Maintainer : @N0m4n904 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2
@NothingPhone2Updates · Post #663 · 08/18/2025, 04:23 AM
HalogenOS - Official | Android 16 | Nothing Phone (2) ✍️ Details: - Version: 16.0 - Codename: #Pong - Initial Release: 18/08/25 - Type: #Vanilla 🔽 Download: Here 🆘 Support : Here ⚙️ Installation: Here 🔖 Tags : #ROM#AOSP#Official#XOS ✍️ Note: - Kernel is prepatched KSU - Firmware is not included, latest is recommended - ROM is signed by official halogenOS keys. GApps support and PI not guaranteed (only vanilla is officially supported). - Refer to this post for future updates related to the ROM. 🏆 Credits: - Chandu for Kernel (and DT which served as as a reference) - @chrome6boy for testing - Pong dev team 👤 Maintainer : @N0m4n904 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2