#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
📊📊Can Circle handle the $USDC withdrawal on Monday when the banks are open? Let's review some stats
➡️CEX USDC Balances: total 7.189B
Top 3:
1. #Binance : 5.16B
2. #cryptocom: 785M
3. #Okx: 421M
➡️Netflow to CEX is also increasing over the hours in the past 2 days.
Dune link:https://dune.com/spotonchain/spotonchain-cex-usdc-flow
😎 Trump launches #ETF without #Coinbase
Trump Media has announced a partnership with Crypto.Com to launch the #ETF line, it will include cue ball and “pro—American” assets, all under the “Made in America” brand
Why #CryptoCom was chosen, and not #Coinbase — through which $529,325BTC has already passed in an ETF — remains a question.
Bitcoin Drops Below $97,000
Bitcoin fell below $97,000 during the night. Liquidation volumes topped $625 million within 24 hours. In Kazakhstan, regulators have blocked over 3,500 illegal crypto exchanges, including Coinbase, for violating digital asset laws. On January 7, the Bitcoin spot ETF net inflow reached $52.39 million, while BlackRock's ETF IBIT saw $596 million in inflow, bringing the total net asset value of Bitcoin spot ETFs to $110.115 billion. Additionally, a large transfer of 250,080,000 #CRO ($36.78M) was made from #CryptoCom to an unknown wallet.
#Bitcoin#Crypto#Kazakhstan#ETF#CRO#CryptoCom#WhaleAlert#Finance#MarketUpdate#Liquidation#News#Blockchain#Regulators#Assets#Investment#DigitalAssets#CryptoNews#MarketTrends#CryptoExchange#CryptoRegulation
Major Crypto Movements and Developments
🚨 1,823,409 #SOL ($274M) transferred to Coinbase Institutional. Whale Alert details multiple transfers.
ANTHROPIC achieves $61.5B valuation; former FTX stake now worth $5B.
Michael Saylor predicts Bitcoin market cap could reach $20-$200 trillion. His company paused BTC purchases; only 904 BTC away from 500,000 total.
ZKnox launches with Ethereum Foundation support, focusing on post-quantum cryptography to enhance Ethereum security.
Congressmen Emmer & Torres establish 'Congressional Crypto Caucus' for pro-crypto legislation.
Crypto.com’s Cronos protocol debates reissuing 70B burned CRO tokens; community vote shows over 86% against the proposal.
Links: ZKnox Launch, Cronos Proposal
#SOL#Bitcoin#Crypto#AI#Ethereum#ZKnox#Congress#Legislation#Caucus#ANTHROPIC#FTX#CRO#CryptoCom#PostQuantum#Security#Efficiency#Strategy#NFT#DeFi#MarketCap