#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
#Policy_Brief: Coercion Over Consent: #Ethiopia’s dangerous mandatory Digital ID experiment
In this policy brief, Mohamed A. argues that Ethiopia's mandatory Digital ID (#Fayda) is a "flawed and dangerous policy," not because identification itself is problematic, but because enforcement lacks legal safeguards. He emphasizes that centralizing sensitive data risks turning governance into a tool of "surveillance, control, and exclusion."
According to him, Ethiopia is "importing the concept as if it were a proven model." In Ethiopia's fragile institutional context, this amounts to "recklessness disguised as modernization," especially with foreign funding raising unresolved questions about "who controls the data."
The author urges authorities to "pause enforcement" until trust and oversight are established, arguing that without them, mandatory ID is "not progress—it is a poorly designed and dangerous policy."
https://addisstandard.com/?p=54995
🚨 Public announcements 🚨
We’re excited to announce a *TikTok Challenge* to showcase your creativity and skills! 🎥
Theme: Highlight the features and benefits of our *Passenger Online Booking* service.
How to Participate:
1️⃣ Create an engaging TikTok video in *Amharic, English, Afaan Oromo, Af Somali, Afar*.
2️⃣ Include the Online Booking requirements is *National ID* in your video.
3️⃣ Be creative, original, and fun!
Deadline: Submit your video by Monday, February 17, 2025.
🎉 Prize:
The winner will receive a *cash bonus* and *special recognition* for their outstanding creativity!
Join the content creators' group by scanning the QR code to submit your videos. We can’t wait to see your creations!
#EthioDjiboutiRailway#ComingSoon#TravelMadeEasy#StayTuned#DigitalEthiopia#Fayda