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Source channel @githubtrending · Post #14925 · Jul 7

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#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 #11605 · 04/19/2026, 09:05 AM

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Argentina Liga Profesional Argentina🇦🇷 2026-04-19 16:30 UTC Aldosivi vs. Racing Club Predicted outcome: Racing Club❌ Predicted score: 0:1 Actual: Draw 1:1 #Aldosivi#RacingClub 2026-04-19 20:00 UTC River Plate vs. Boca Juniors Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Boca Juniors 0:1 #RiverPlate#BocaJuniors 2026-04-19 23:30 UTC Rosario Central vs. Sarmiento Junin Predicted outcome: Rosario Central✅ Predicted score: 1:0 Actual: Rosario Central 2:1 #RosarioCentral#SarmientoJunin #Football#ArgentinaLigaProfesional

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#aldosivi#racingclub#riverplate#bocajuniors#rosariocentral#sarmientojunin#football#argentinaligaprofesional
AI match predictions

@ai_match_prediction · Post #11242 · 04/02/2026, 01:05 PM

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Argentina Liga Profesional Argentina🇦🇷 2026-04-02 18:00 UTC Barracas Central vs. Sarmiento Junin Predicted outcome: Barracas Central❌ Predicted score: 1:0 Actual: Sarmiento Junin 1:2 #BarracasCentral#SarmientoJunin 2026-04-02 20:30 UTC Tigre vs. Independ. Rivadavia Predicted outcome: Tigre❌ Predicted score: 2:1 Actual: Independ. Rivadavia 0:2 #Tigre#IndependienteRivadavia 2026-04-02 23:30 UTC Talleres Cordoba vs. Boca Juniors Predicted outcome: Boca Juniors✅ Predicted score: 1:2 Actual: Boca Juniors 0:1 #TalleresCordoba#BocaJuniors #Football#ArgentinaLigaProfesional

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#barracascentral#sarmientojunin#tigre#independienterivadavia#tallerescordoba#bocajuniors#football#argentinaligaprofesional
AI match predictions

@ai_match_prediction · Post #11738 · 04/25/2026, 01:05 PM

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Argentina Liga Profesional Argentina🇦🇷 2026-04-25 20:00 UTC Estudiantes L.P. vs. Talleres Cordoba Predicted outcome: Estudiantes L.P.❌ Predicted score: 1:0 Actual: Draw 0:0 #EstudiantesLP#TalleresCordoba 2026-04-25 22:15 UTC Sarmiento Junin vs. Tigre Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Sarmiento Junin 1:0 #SarmientoJunin#Tigre 2026-04-26 00:30 UTC River Plate vs. Aldosivi Predicted outcome: River Plate✅ Predicted score: 2:0 Actual: River Plate 3:1 #RiverPlate#Aldosivi #Football#ArgentinaLigaProfesional

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#estudianteslp#tallerescordoba#sarmientojunin#tigre#riverplate#aldosivi#football#argentinaligaprofesional
AI match predictions

@ai_match_prediction · Post #11501 · 04/13/2026, 01:05 PM

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Argentina Liga Profesional Argentina🇦🇷 2026-04-13 19:30 UTC Defensa Y Justicia vs. Talleres Cordoba Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Talleres Cordoba 1:2 #DefensaYJusticia#TalleresCordoba 2026-04-13 19:30 UTC Sarmiento Junin vs. Gimnasia L.P. Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Gimnasia L.P. 1:2 #SarmientoJunin#GimnasiaLP 2026-04-13 22:00 UTC Lanus vs. Banfield Predicted outcome: Lanus✅ Predicted score: 2:1 Actual: Lanus 1:0 #Lanus#Banfield 2026-04-14 00:30 UTC Velez Sarsfield vs. Central Cordoba de Santiago Predicted outcome: Velez Sarsfield✅ Predicted score: 1:0 Actual: Velez Sarsfield 1:0 #VelezSarsfield#CentralCordobadeSantiago #Football#ArgentinaLigaProfesional

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#defensayjusticia#tallerescordoba#sarmientojunin#gimnasialp#lanus#banfield#velezsarsfield#centralcordobadesantiago#football#argentinaligaprofesional
AI match predictions

@ai_match_prediction · Post #11158 · 03/22/2026, 01:05 PM

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Argentina Liga Profesional Argentina🇦🇷 2026-03-22 18:30 UTC Sarmiento Junin vs. Aldosivi Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Sarmiento Junin 2:0 #SarmientoJunin#Aldosivi 2026-03-22 20:45 UTC Estudiantes de Rio Cuarto vs. River Plate Predicted outcome: River Plate✅ Predicted score: 0:1 Actual: River Plate 0:2 #EstudiantesdeRioCuarto#RiverPlate 2026-03-22 23:00 UTC Boca Juniors vs. Instituto Cordoba Predicted outcome: Boca Juniors✅ Predicted score: 2:0 Actual: Boca Juniors 2:0 #BocaJuniors#InstitutoCordoba 2026-03-23 01:15 UTC Argentinos JRS vs. Platense Predicted outcome: Argentinos JRS✅ Predicted score: 1:0 Actual: Argentinos JRS 1:0 #ArgentinosJRS#Platense 2026-03-23 01:15 UTC Independ. Rivadavia vs. Rosario Central Predicted outcome: Rosario Central❌ Predicted score: 0:1 Actual: Independ. Rivadavia 2:0 #IndependienteRivadavia#RosarioCentral #Football#ArgentinaLigaProfesional

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#sarmientojunin#aldosivi#estudiantesderiocuarto#riverplate#bocajuniors#institutocordoba#argentinosjrs#platense#independienterivadavia#rosariocentral#football#argentinaligaprofesional
AI match predictions

@ai_match_prediction · Post #11893 · 05/03/2026, 09:05 AM

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Argentina Liga Profesional Argentina🇦🇷 2026-05-03 16:30 UTC Aldosivi vs. Independ. Rivadavia Predicted outcome: Independ. Rivadavia❌ Predicted score: 1:2 Actual: Draw 1:1 #Aldosivi#IndependienteRivadavia 2026-05-03 19:00 UTC Belgrano Cordoba vs. Sarmiento Junin Predicted outcome: Belgrano Cordoba✅ Predicted score: 2:1 Actual: Belgrano Cordoba 4:0 #BelgranoCordoba#SarmientoJunin 2026-05-03 19:00 UTC Gimnasia L.P. vs. Argentinos JRS Predicted outcome: Argentinos JRS❌ Predicted score: 1:2 Actual: Gimnasia L.P. 2:0 #GimnasiaLP#ArgentinosJRS 2026-05-03 19:00 UTC Racing Club vs. Huracan Predicted outcome: Racing Club❌ Predicted score: 2:1 Actual: Draw 0:0 #RacingClub#Huracan 2026-05-03 19:00 UTC Rosario Central vs. Tigre Predicted outcome: Rosario Central❌ Predicted score: 2:1 Actual: Draw 1:1 #RosarioCentral#Tigre 2026-05-03 21:30 UTC River Plate vs. Atletico Tucuman Predicted outcome: River Plate❌ Predicted score: 3:1 Actual: Atletico Tucuman 0:1 #RiverPlate#AtleticoTucuman #Football#ArgentinaLigaProfesional

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#aldosivi#independienterivadavia#belgranocordoba#sarmientojunin#gimnasialp#argentinosjrs#racingclub#huracan#rosariocentral#tigre#riverplate#atleticotucuman#football#argentinaligaprofesional