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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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Venture Village Wall 🦄

@venturevillagewall · Post #3769 · 01/01/2025, 07:00 PM

Massive Bitcoin Transfers Shake Market 🟠 $793M in Bitcoin transferred from MicroStrategy-related wallets to unknown addresses, per Arkham Intelligence. Grayscale adds Solana and AI tokens to its Top 20 List, citing growth in DeFi and AI for 2025. Uniswap v4 teasers suggest new decentralized trading features. Swiss National Bank initiates proposal to hold #Bitcoin. In notable transactions, 120,000 SOL worth ~$22.88M moved to Kraken, and 200M & 300M #XRP released from escrow. Hashrate Index ranks top Bitcoin mining machines for 2025, featuring Antminer S21 Pro and others. For more information, visit Leviathan News and Hashrate Index. #Bitcoin#XRP#Solana#DeFi#AI#Crypto#VC#Uniswap#SwissNationalBank#ArkhamIntelligence#Mining#Blockchain#Cryptocurrency#Finance#Investment #2025 #Innovation#MarketTrends#DigitalAssets

Venture Village Wall 🦄

@venturevillagewall · Post #4216 · 02/22/2025, 10:00 AM

Bybit Hack Linked to Lazarus Group A recent analysis suggests the Bybit hack, involving ~$1.5 billion, may have been conducted by the North Korean Lazarus Group. Arkham Intelligence reports that the group likely converts ERC-20 tokens to ETH, then to BTC, possibly funding nuclear programs. Research also points to potential links with a previous attack on Phemex. Investigators note that funds were moved to wallet 0x33d0...8F65 during the laundering process. Read more: Forklog #Bybit#LazarusGroup#CyberSecurity#Blockchain#Crypto#Hacking#NorthKorea#Financing#CryptoCrime#DeFi#Ethereum#Bitcoin#ERC20#Phemex#FundsLaundering#OnChainAnalysis#ArkhamIntelligence#ZachXBT#AI#VC