#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
🪂Airdrop » LayerZero ✅️
💲Reward: worth of 100 #ZRO (~$220) each for 20 #ZRO (~$44)
💎Presents Ratings:⭐️⭐️⭐️⭐️⭐️
👑Winners: All Eligible Participants
➡️Airdrop Bot Join for LayerZero
📚How to Join Airdrop?
↪️ Join the LayerZero on Telegram Group (Required Task)
↪️ Follow Twitter page Retweet the Pinned Post & Tag 3 Friends. (Required Task)
↪️ Engage with posts
📅 Start Date: Live Now
⏳ End Date: 10th April 2026
✏️Notes: Make sure to complete all tasks to receive rewards.
ℹ️Distribution: announcement on 24hr from after end airdrop