TGINSIGHT SIMILAR POSTS
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_prediction · Post #11845 · 05/02/2026, 05:05 AM
Italy Serie A🇮🇹 2026-05-02 13:00 UTC Udinese vs. Torino Predicted outcome: Udinese✅ Predicted score: 2:1 Actual: Udinese 2:0 #Udinese#Torino 2026-05-02 16:00 UTC Como vs. Napoli Predicted outcome: Como❌ Predicted score: 2:1 Actual: Draw 0:0 #Como#Napoli 2026-05-02 18:45 UTC Atalanta vs. Genoa Predicted outcome: Atalanta❌ Predicted score: 2:1 Actual: Draw 0:0 #Atalanta#Genoa #Football#ItalySerieA
@ai_match_prediction · Post #11752 · 04/26/2026, 09:06 AM
Italy Serie A🇮🇹 2026-04-26 10:30 UTC Fiorentina vs. Sassuolo Predicted outcome: Sassuolo❌ Predicted score: 1:2 Actual: Draw 0:0 #Fiorentina#Sassuolo 2026-04-26 13:00 UTC Genoa vs. Como Predicted outcome: Como✅ Predicted score: 1:2 Actual: Como 0:2 #Genoa#Como 2026-04-26 16:00 UTC Torino vs. Inter Predicted outcome: Inter❌ Predicted score: 1:3 Actual: Draw 2:2 #Torino#Inter 2026-04-26 18:45 UTC AC Milan vs. Juventus Predicted outcome: Juventus❌ Predicted score: 1:2 Actual: Draw 0:0 #Milan#Juventus #Football#ItalySerieA
@ai_match_prediction · Post #11594 · 04/19/2026, 05:05 AM
Italy Serie A🇮🇹 2026-04-19 10:30 UTC Cremonese vs. Torino Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #Cremonese#Torino 2026-04-19 13:00 UTC Hellas Verona vs. AC Milan Predicted outcome: AC Milan✅ Predicted score: 0:2 Actual: AC Milan 0:1 #HellasVerona#Milan 🔥 PREMIUM PICK 🔥 2026-04-19 16:00 UTC Pisa vs. Genoa Predicted outcome: Genoa✅ Predicted score: 0:1 Actual: Genoa 1:2 #Pisa#Genoa 2026-04-19 18:45 UTC Juventus vs. Bologna Predicted outcome: Juventus✅ Predicted score: 2:1 Actual: Juventus 2:0 #Juventus#Bologna #Football#ItalySerieA
@ai_match_prediction · Post #11459 · 04/12/2026, 05:05 AM
Italy Serie A🇮🇹 2026-04-12 10:30 UTC Genoa vs. Sassuolo Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Genoa 2:1 #Genoa#Sassuolo 2026-04-12 13:00 UTC Parma vs. Napoli Predicted outcome: Napoli❌ Predicted score: 0:1 Actual: Draw 1:1 #Parma#Napoli 2026-04-12 16:00 UTC Bologna vs. Lecce Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Bologna 2:0 #Bologna#Lecce 2026-04-12 18:45 UTC Como vs. Inter Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Inter 3:4 #Como#Inter #Football#ItalySerieA
@ai_match_prediction · Post #11340 · 04/06/2026, 05:05 AM
Italy Serie A🇮🇹 2026-04-06 10:30 UTC Udinese vs. Como Predicted outcome: Como❌ Predicted score: 1:2 Actual: Draw 0:0 #Udinese#Como 2026-04-06 13:00 UTC Lecce vs. Atalanta Predicted outcome: Atalanta✅ Predicted score: 0:1 Actual: Atalanta 0:3 #Lecce#Atalanta 2026-04-06 16:00 UTC Juventus vs. Genoa Predicted outcome: Juventus✅ Predicted score: 2:1 Actual: Juventus 2:0 #Juventus#Genoa 2026-04-06 18:45 UTC Napoli vs. AC Milan Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Napoli 1:0 #Napoli#Milan #Football#ItalySerieA
@ai_match_prediction · Post #12009 · 05/10/2026, 05:05 AM
Italy Serie A🇮🇹 2026-05-10 10:30 UTC Hellas Verona vs. Como Predicted outcome: Como✅ Predicted score: 0:1 Actual: Como 0:1 #HellasVerona#Como 2026-05-10 13:00 UTC Fiorentina vs. Genoa Predicted outcome: Genoa❌ Predicted score: 1:2 Actual: Draw 0:0 #Fiorentina#Genoa 2026-05-10 13:00 UTC Cremonese vs. Pisa Predicted outcome: Cremonese✅ Predicted score: 2:1 Actual: Cremonese 3:0 #Cremonese#Pisa 2026-05-10 16:00 UTC Parma vs. AS Roma Predicted outcome: AS Roma✅ Predicted score: 1:2 Actual: AS Roma 2:3 #Parma#Roma 2026-05-10 18:45 UTC AC Milan vs. Atalanta Predicted outcome: Atalanta✅ Predicted score: 1:2 Actual: Atalanta 2:3 #Milan#Atalanta #Football#ItalySerieA