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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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AI match predictions

@ai_match_prediction · Post #11583 · 04/18/2026, 05:05 PM

Chile Primera División🇨🇱 2026-04-18 21:30 UTC Everton de Vina vs. Universidad de Chile Predicted outcome: Universidad de Chile❌ Predicted score: 0:1 Actual: Draw 0:0 #EvertondeVina#UniversidaddeChile 2026-04-19 00:00 UTC Concepción vs. D. La Serena Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 3:3 #Concepcin#DLaSerena #Football#ChilePrimeraDivisión

AI match predictions

@ai_match_prediction · Post #11330 · 04/05/2026, 01:05 PM

Chile Primera División🇨🇱 2026-04-05 19:30 UTC Concepción vs. Colo Colo Predicted outcome: Colo Colo✅ Predicted score: 0:1 Actual: Colo Colo 0:1 #Concepcin#ColoColo 2026-04-05 22:00 UTC Universidad de Chile vs. D. La Serena Predicted outcome: Universidad de Chile✅ Predicted score: 2:1 Actual: Universidad de Chile 4:0 #UniversidaddeChile#DLaSerena #Football#ChilePrimeraDivisión