#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
🚀 Scroll Users Face Excessive Transaction Fees Due to Multiplier Increases
Scroll users incurred over $50,000 in additional transaction fees following six manual multiplier increases that elevated Layer 1 data charges to 1,280 times the original baseline. According to NS3.AI, L2BEAT reported that approximately 139,000 transactions were impacted over a span of roughly four days, with the baseline cost estimated at around $280. On April 9, the team reduced both multipliers by 160 times. Etherfi Cash bots contributed approximately $35,000 of the excess fees during etherfi's migration to Optimism.
#Scroll#TransactionFees#MultiplierIncrease#Layer1#L2BEAT#NS3AI#Etherfi#Optimism#Crypto#Blockchain#SCR
Justin Sun Transfers $245M in ETH
Justin Sun's team has transferred 70,182 ETH to HTX, valued at approximately $245 million. This includes 42,905 ETH unlocked from Lido Finance and 27,277 ETH from Etherfi. Since November 10, Sun has deposited 179,101 ETH worth about $645 million in total, averaging $3,601 per ETH. Analysts suggest Ethereum could outperform Bitcoin in January 2025, potentially increasing the ETH/BTC ratio above 0.04, which may spur altcoin growth. Historical Bitcoin prices show significant growth leading up to Christmas over the years with predictions continuing for 2025. Spot On Chain | Cointelegraph | Simply Bitcoin TV
#Ethereum#BTC#JustinSun#HTX#LidoFinance#Etherfi#Crypto#PriceAnalysis#MarketTrends#Altcoins#ETHBTC#Deposits#Blockchain#Trading#Fundamentals#Investing#CryptoHistory#FuturePredictions#ETFs#Growth