#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
🚀BubbleMaps (BMT) Airdrop is LIVE on Binance! 🎉
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#BubbleMaps#BMT#Binance#Airdrop#Crypto
Simplifying Processes: A Billion-Dollar Idea
A new startup aims to simplify image and video management, outperforming Dropbox. This innovation has attracted nearly $70 million in investments, capitalizing on a $2 trillion creative economy. Additionally, Bubblemaps has launched its BMT token on Solana, offering on-chain analytics and community governance, hinting at a potential airdrop. Deribit, a major crypto derivatives exchange, is exploring acquisition offers, valued between $4-5 billion, with Kraken showing interest.
#Startup#Dropbox#Investment#CreativeEconomy#Bubblemaps#BMT#Token#Solana#Crypto#ETFs#Derivatives#Kraken#Airdrop#VC#AI#Blockchain#Innovation#Finance
🚀 Crypto Analyst Manya Releases Research Tool Rankings
Crypto analyst manya has released a ranking of personal research tools. According to ChainCatcher, the rankings categorize tools into different levels based on their effectiveness. The S-tier includes Dune and frontrun.pro, while the A-tier features Coinglass, RootData, Drop, MetaSleuth, and DefiLlama. B-tier tools comprise Arkham, Bubblemaps, Dexscreener, Surf, Nansen, and CoinMarketCap. C-tier tools include Cryptorank and others.
#CryptoAnalyst#ResearchTools#CryptoRanking#Dune#frontrunpro#Coinglass#RootData#Drop#MetaSleuth#DefiLlama#Arkham#Bubblemaps#Dexscreener#Surf#Nansen#CoinMarketCap#Cryptorank