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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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Coin Sonar

@CoinSonar · Post #243582 · 04/17/2026, 10:04 AM

#APT | Volume spike (USDT PAIR) 58 times the average volume 323.92K USDT traded in 1 min └Buying vol: 282.45K USDT 🟢 Boost score: 6/10 24h Vol: 8.01M USDT (Binance) Price: 1.016 (-3.7% in 24h)

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CryptoBull_360™

@cryptobull_360 · Post #49284 · 04/14/2026, 07:07 AM

💰#APT Aptos announces about a major update to tokenomics. The APY from staking has been reduced to 2.6%, the gas fee has been increased by 10 times, and a hard cap of 2.1 billion APT has been established. The Fund will permanently block 210 million APT. The team is also exploring the possibility of a buyback program and expects the new decentralized exchange (DEX) to burn more than 32 million APT annually once it launches.

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Pro Analysis

@proanalysistrader · Post #28491 · 02/22/2025, 03:31 AM

#APT/USDT analysis : #APT is currently in a bearish trend, trading below the 200 EMA and consistently creating new lows. The price has rejected from both the 200 EMA and the resistance zone. It is expected to continue its bearish momentum and test lower levels. TF : 4h Entry : $6.00 Target : $4.32 SL : $7.14

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Crypto Headlines

@market_headlines · Post #28395 · 04/14/2026, 08:50 AM

⚙️#APT Aptos меняет токеномику. Команда проекта объявила о переходе к новой модели – теперь эмиссия APT будет зависеть от реальной активности сети, а не раздаваться как субсидия. Ключевые изменения: ➤ Награда за стейкинг снижается с 5,19% до 2,6%. ➤ Комиссии за газ увеличат в 10 раз (но все еще ~$0,00014 за перевод). ➤ Все комиссии сжигаются → чем больше активности, тем меньше APT в обращении. ➤ Появится жесткий лимит предложения – 2,1b APT. ➤ 210m APT навсегда заблокируют (фактически как сжигание). ➤ Гранты теперь только за результат (через KPI). ➤ Рассматривается запуск программы обратного выкупа токена APT с открытого рынка. Ранее: голосование Crypto Headlines

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Pro Analysis

@proanalysistrader · Post #28327 · 12/08/2024, 01:58 PM

#APT/USDT analysis : #APT is in an uptrend, currently experiencing an impulsive phase. It is anticipated that a correction phase will soon occur, leading the price to retrace and test the support zone. Following this test, a bounce back is expected, allowing the price to continue its impulsive move. TF : 4H Entry : $13.17 Target : $15.75 SL : $11.93

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