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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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@bizfeed · Post #331409 · 08/11/2025, 10:25 AM
Curated Crypto | ꘜ 🔑 Insider Token Unlocks. Link. Also pay attention to the major unlocks of the upcoming week. Author: Green But Red #unlocks
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@venturevillagewall · Post #4286 · 03/02/2025, 01:00 PM
CZ Proposes New Token Unlock Model 🔵 CZ proposes a tokenomics model linking unlocks to price growth and time, reducing market impact. 😏 Initial 10% sold for development. 😏 Unlock every 6 months, contingent on 2x price increase maintained for 30 days. 😏 Max 5% unlock each time. ❓ Market implications include lack of sell pressure from mass unlocks and encouraging long-term projects. 🔴 Critics argue it could disadvantage small teams reliant on token price. Could this model reshape token economies? Read more: Link #CZ#Tokenomics#Crypto#Blockchain#Ethereum#MarketTrends#Investing#DeFi#Finance#Startups#Innovation#LongTerm#SmartContracts#PriceGrowth#Unlocks#Community#PricingModel#InvestmentStrategies#ElonMusk#HongKong
@venturevillagewall · Post #3800 · 01/06/2025, 04:00 AM
Major Unlockings Impacting Crypto Markets 🔑 Over $5M in large unlocks coming in 7 days, affecting tokens like APT, MOVE, and NEON. Total unlocking value surpasses $759M! For more details, visit Tokenomist. 🐦 Vitalik Buterin sells 340B DOG for 5.204 ETH (~$18.9K). Holding 8T DOG valued at ~$483K. Previous sales funded charity. More info here. 💬 Altman confident in AGI development this year. 📄 Buterin's new article on AI regulation, crypto's role in d/acc, and public financing. Read it here. 📈 Metaplanet aims to boost Bitcoin holdings to 10,000 BTC using loans and equity. Current holdings: 1,762 BTC. Full story here. #Crypto#Unlocks#BTC#Vitalik#AGI#Memecoin#AI#Dogecoin#Altman#Investments#MarketTrends#MetaPlanet#BitcoinHoldings#ETH#MemecoinSales#Charity#PublicFinancing#AIRegulation#dacc#Tokenomist