#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
🚀 Crypto Whale Adjusts Stop-Loss to Secure Profits
On April 12, a prominent crypto trader known as 'Set 10 Big Goals' (@Jason60704294) announced adjustments to their stop-loss positions to prevent targeted liquidation. According to BlockBeats, the trader has already secured profits from their current short positions.
Previously, it was reported that the trader held a short position of 2,567.49 BTC with an entry price of $71,554.61, and a short position of 38,465.22 ETH with an entry price of $2,248.74.
#Crypto#Bitcoin#Ethereum#Trading#StopLoss#ProfitTaking#CryptoWhale#BTC#ETH
Bitcoin Caps and Central Banks
🌍 *Salvador Nasralla*, Honduras' leading presidential candidate, recently wore a Bitcoin cap in an interview.
💬 *Michael Saylor* claims Bitcoin at $100,000 is still a 90% discount.
📉 In a dramatic case on Chinese Twitter, a recent fight between a BTC whale and founder of Solv Protocol led to the creation of the *ZachAI* ($ZAI) token, with the whale dumping on followers post-launch.
🇨🇿 Czech Central Bank is considering BTC as a reserve asset.
🔥 50 million USDC burned at USDC Treasury.
🏗️ President-elect Trump announces $20 billion investment in new data centers in the U.S.
#Bitcoin#BTC#Crypto#USDC#Solv#AI#ZAI#CzechRepublic#Honduras#Investment#Trump#DataCenters#Curve#Treasury#Ethereum#Blockchain#CryptoWhale#Fantom#Sonic
#партнерскийпост
⚡️28 Вт и 29 Ср октября 2025 — юбилейный 15-й Blockchain Life 2025 в Дубае – ТОП причин быть:
1️⃣ 15 000+ участников, мощный нетворкинг с инсайтами, которые не найти в Telegram
2️⃣ Буллран и альтсезон уже близко — ты узнаешь что сделать, чтобы заработать максимум
3️⃣ О трендах, которые станут мейнстримом через полгода, расскажут главные фигуры крипты с синхронным переводом на русский язык
4️⃣Самый большой форум в истории – 3 сцены, международный нетворкинг и огромная уличная зона с активностями
5️⃣ легендарная AfterParty: пока непонятно, кого привезут выступать в этот раз, но среди артистов уже были Тимати, Алан Уолкер и Френч Монтана; мб Канье Уэст?
6️⃣ Не просто форум — целая Blockchain Life Week: яхты, митапы, вечеринки, нетворкинг
🎟 10% OFF для участников ⚡️@iGlobalChat по промокоду iGlobalBlockchain25 на официальном сайте blockchain-life.com
#BlockchainLife2025#Dubai#Crypto#Web3#биткоин#альткоины#крипто#блокчейн#Bullrun2025#Altseason#CryptoGems#CryptoAlpha#CryptoWhale#AlphaLeak#инсайды