#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
#jumpfun is all about community 🚀
Got friends? Got a squad? Or just want to flex as a community leader?
🔹 Set up your own jump.fun community & get listed on the Community Board – instant clout, endless rewards
🔹 Every donation - 1% for you, 1% for the referrer, and 1% for the community creator
🔹 Oh, and 50% of protocol revenue? Straight back to community rewards, 25% to traders, 15% to referrers, 10% to community creators
Keep building, keep earning. 💰💰
#MEGA
My mom says I’m special… and guess what? She’s right. 🦘💎
• Liquidity War Mode
• 100% Buyback
• Free 6 ETH Liquidity Loan
• Powerful Referral Incentive System
Pretty sure that proves how special jump.fun is😉
#MEGA#jumpfun
Everything You Need to Know About Donate on Jump.fun
Why Donate?
The Donate mechanism solves a critical problem in the ETH memecoin market: lack of initial liquidity. Your donations directly fund the creator to add liquidity for new memecoins. This ensures every project starts with a fair and solid foundation.
You’re directly contributing to the growth of meme culture on Ethereum. #MEGA
What’s in it for you?
Donating isn’t just about supporting projects—it’s about getting rewarded with ownership:
▪️80% JUMP token will be distributed to donators
▪️Get a chance to win ETH from the Fomo3D prize pool
$JUMP Tokenomics
Total supply: 1,000,000,000
▪️Donation Rewards: 800,000,000 (80%)
▪️Initial Liquidity: 120,000,000 (12%)
▪️Team: 40,000,000 (4%) - with 12-month vesting period
▪️CEX Listing: 40,000,000 (4%)
Wen Claim JUMP
The JUMP tokens will be distributed after the donation is ended. At that time, you can claim your tokens through the "Claim" option on the Donate page.
Why is #jumpfun different?
Unlike other platforms (e.g., pumpdotfun), jumpfun shares protocol revenue with the community.
This creates a positive feedback loop:
More donations →more token launches →higher revenue → more $JUMP buybacks → stronger community incentives.
Dear Ethereum community: start donating today and bring memecoin fomo back home where it belongs. (Yes we are talking to you Vitalik!)
👉 Visit Jump.fun to learn more!
🚀 The wait is over - $JUMP is live! 🚀
Donate now and secure your stake in Jump.fun, the next-generation memecoin launchpad:
🔥 Liquidity War Mode (loot liquidity, win big!)
💰 FREE 6 ETH liquidity loan on Uniswap
⚡️ Community-ownership via $JUMP token
#jumpfun is the key to bring back memecoin FOMO and fun to the Ethereum ecosystem. #MEGA
🌕 Don’t just watch - #jump high, moon higher!