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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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@tonlines · Post #7062 · 05/06/2025, 09:54 AM
⚡️Wallet News: Launch of Bug Bounty Program #Wallet#HackerOne Wallet News announces the launch of a Bug Bounty program on HackerOne, inviting security experts to strengthen user security. Participants can earn up to $29,000 for valid vulnerability reports, contributing to a safer platform. Source: link @tonlines
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@CryptoM · Post #64672 · 04/09/2026, 01:25 PM
🚀 Circle's Arc Blockchain Opens Testnet Code Ahead of Mainnet Launch Circle's Arc blockchain has announced the release of its testnet code ahead of its mainnet launch. According to Foresight News, developers can now initiate testnet nodes and review the source code. Additionally, a bug bounty program has been launched on the HackerOne platform to enhance security measures. #CircleArcBlockchain#TestnetLaunch#MainnetLaunch#BlockchainDevelopment#BugBounty#HackerOne#SecurityMeasures#CryptoDevelopment