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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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Crypto M - Crypto News

@CryptoM · Post #65035 · 04/10/2026, 03:05 PM

🚀 Bittensor Experiences Significant Market Value Loss Following Covenant AI Departure Bittensor's market value dropped by nearly $900 million after Covenant AI announced its departure from the network. According to NS3.AI, CryptoSlate data revealed that TAO, Bittensor's native token, fell 27% from $338 to $285 within approximately two hours before slightly recovering to $294. CoinGlass data indicated that the event led to $11 million in long liquidations. The split has highlighted a governance dispute between Covenant AI founder Sam Dare and Bittensor co-founder Jacob Steeves. #Bittensor#MarketValueLoss#CovenantAI#TAO#Crypto#NS3AI#CryptoSlate#CoinGlass#Liquidations#GovernanceDispute#SamDare#JacobSteeves