#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
#Grayscale has identified 20 projects with the best potential in the next quarter
New assets were added to the list ($SUI, $TO, $OP, $HET, $CELO and $UMA), but $RENDER, $MNT, $RUNE, $PENDLE, $HILL and $RAY were removed.
🟢شرکت Grayscale Research بیست دارایی رمزنگاری برتر خود را برای سه ماهه اول 2025 به روز می کند و $HYPE ، $ENA ، $VIRTUAL ، $JUP ، $JTO و $GRASS را به لیست خود اضافه می کند.
#Grayscale
@ScorpionX_Co☑️
😎Do not forget to keep an eye on the sponsors of the current bull cycle — #Blackrock.
Blackrock surpassed Grayscale in terms of the number of available $BTC.
"We tokenize and digitize everything that is possible and impossible, then we will tell you why!"
#BlackRock already has 284.525 BTC ($19.1 billion) on its balance sheet – Ishares
The inflow of funds into spot Bitcoin ETFs in 9 days of trading = $1.75 billion.
Larry Fink, CEO of Blackrock says:
IBIT is the fastest growing ETF in the history of all ETFs. I am very optimistic about the long-term viability of Bitcoin.
I even wonder how "deep" Blackrock will get into the ETF-ETH... and who besides #Grayscale will be able to impose competition on them 🤔
💰 The first 7 days of #Bitcoin-ETF
✅#ETFs bought 112,000 $BTC
✅#Grayscale sold 67,000 $BTC
✅ 27,000 $BTC is mined per month
✅ 13,500 $BTC per month will be mined after halving (after 85 days)
#BlackRock alone bought as many coins in 7 days of trading as it produces in 1 month ⚡️
💡Grayscale за год приобрела более 560 000 LTC
➖ Институциональные инвесторы продолжают наращивать вложения в криптовалюты, ожидая их легализации в США. После запуска биткоин-ETF и эфир-ETF аналитики заговорили о возможном спотовом фонде на Litecoin.
➖ Canary Capital уже подала заявку в SEC на запуск Litecoin-ETF, но пока он не одобрен, крупные игроки используют другие инструменты. Grayscale за год приобрела 560 000 LTC, что составляет почти половину всех добытых монет.
➖ Параллельно сеть Litecoin усиливает свои мощности. Хешрейт LTC установил новый рекорд – 2,24 Ph/s. За четыре месяца он вырос почти вдвое, что говорит о подготовке майнеров к притоку институционального капитала.
➖ Еще один важный фактор — криптоматы. Litecoin обогнал эфир по количеству терминалов, поддерживающих операции с альтом: LTC – 17 909, ETH – 17 525. Лидерами остаются USDT (38 128) и BTC (38 117).
#Litecoin#Grayscale#Криптоинвестиции