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@mv_kpop · Post #4628 · 07/09/2019, 11:36 AM
LIMITLESS – Dream Play • 1920x1080 Full HD #Limitless@MV_Kpop
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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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@apksarena · Post #5107 · 04/10/2026, 09:43 AM
#tonso#limitless 🔺 Now Live 🔺@try_limitless ($LMTS) – 12K USD allocated to top-tier participants 🔺@multiplifi ($MLTI) – Special reward tiers for the most active contributors 🔺 Pro tip: The earlier you join, the bigger your share. Once the leaderboards fill up, allocations shrink fast. Speed is the real advantage.
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@apksarena · Post #4972 · 03/28/2026, 01:40 PM
📰 Tonso AI – Final 3 Campaigns: What Their Latest Updates Actually Mean for You 1. @try_limitless 12000$ $limitless for campaign #limitless 2. @GetYieldFi EDEN boost still running hard on yPRISM vault: 38.8k EDEN/day until March 3 + base tokenized yield (~5.7% APY + YF Points). TVL > $11.6M and growing. Why it matters: Double-dip opportunity (EDEN + vault yield) with only ~8 days left. Simple “why I’m adding now” posts get strong replies and quality Buzz. 3. @multiplifi New highlight: Over $3B credit lines backed by tokenized gold → targeting Middle East gold/equity/RWA markets. Borrow against assets without selling. Why it matters: Real liquidity unlock in a dip. Posts on “tokenized gold as collateral = no forced sales” spark serious discussion & mindshare. These three are the only live ones left. Cysic ZK makes every good post count more (provable impact). Pick one whose latest update actually excites you — post something real about it (your take, personal angle, quick breakdown) while time remains. Which update feels most relevant to you right now? Tria’s TradFi call-out? YieldFi’s EDEN boost? Multipli’s tokenized gold push? Comment below 👇 #TonsoAI#Tria#GetYieldFi#MultipliFi#InfoFi