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
Search: #falkirk
@ai_match_prediction · Post #11465 · 04/12/2026, 05:06 AM
Scotland Premiership🏴 2026-04-12 11:00 UTC Falkirk vs. Rangers Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Rangers 3:6 #Falkirk#Rangers #Football#ScotlandPremiership
@ai_match_prediction · Post #12082 · 05/13/2026, 01:05 PM
Scotland Premiership🏴 2026-05-13 19:00 UTC Heart Of Midlothian vs. Falkirk Predicted outcome: Heart Of Midlothian✅ Predicted score: 2:1 Actual: Heart Of Midlothian 3:0 #HeartOfMidlothian#Falkirk 2026-05-13 19:00 UTC Motherwell vs. Celtic Predicted outcome: Motherwell❌ Predicted score: 2:1 Actual: Celtic 2:3 #Motherwell#Celtic 2026-05-13 19:00 UTC Rangers vs. Hibernian Predicted outcome: Rangers❌ Predicted score: 2:1 Actual: Hibernian 1:2 #Rangers#Hibernian #Football#ScotlandPremiership
@ai_match_prediction · Post #11859 · 05/02/2026, 09:06 AM
Scotland Premiership🏴 2026-05-02 14:00 UTC Kilmarnock vs. Dundee Utd Predicted outcome: Dundee Utd❌ Predicted score: 2:3 Actual: Kilmarnock 3:0 #Kilmarnock#DundeeUtd 2026-05-02 14:00 UTC Dundee vs. ST Mirren Predicted outcome: Dundee✅ Predicted score: 2:1 Actual: Dundee 1:0 #Dundee#STMirren 2026-05-02 14:00 UTC Falkirk vs. Motherwell Predicted outcome: Motherwell❌ Predicted score: 1:2 Actual: Falkirk 1:0 #Falkirk#Motherwell #Football#ScotlandPremiership
@ai_match_prediction · Post #11732 · 04/25/2026, 09:06 AM
Scotland Premiership🏴 2026-04-25 14:00 UTC ST Mirren vs. Livingston Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Livingston 0:2 #STMirren#Livingston 2026-04-25 14:00 UTC Aberdeen vs. Kilmarnock Predicted outcome: Aberdeen✅ Predicted score: 2:1 Actual: Aberdeen 1:0 #Aberdeen#Kilmarnock 2026-04-25 16:30 UTC Celtic vs. Falkirk Predicted outcome: Celtic✅ Predicted score: 2:1 Actual: Celtic 3:1 #Celtic#Falkirk #Football#ScotlandPremiership
@ai_match_prediction · Post #11290 · 04/04/2026, 09:07 AM
Scotland Premiership🏴 2026-04-04 14:00 UTC Hibernian vs. Kilmarnock Predicted outcome: Hibernian✅ Predicted score: 2:1 Actual: Hibernian 3:0 #Hibernian#Kilmarnock 2026-04-04 14:00 UTC ST Mirren vs. Aberdeen Predicted outcome: Draw❌ Predicted score: 1:1 Actual: ST Mirren 2:0 #STMirren#Aberdeen 2026-04-04 14:00 UTC Motherwell vs. Falkirk Predicted outcome: Motherwell❌ Predicted score: 1:0 Actual: Falkirk 2:3 #Motherwell#Falkirk 2026-04-04 14:00 UTC Rangers vs. Dundee Utd Predicted outcome: Rangers✅ Predicted score: 3:1 Actual: Rangers 4:2 #Rangers#DundeeUtd #Football#ScotlandPremiership
@ai_match_prediction · Post #11988 · 05/09/2026, 09:06 AM
Scotland Premiership🏴 2026-05-09 14:00 UTC ST Mirren vs. Kilmarnock Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Kilmarnock 0:3 #STMirren#Kilmarnock 2026-05-09 14:00 UTC Aberdeen vs. Dundee Utd Predicted outcome: Aberdeen✅ Predicted score: 2:1 Actual: Aberdeen 2:0 #Aberdeen#DundeeUtd 2026-05-09 14:00 UTC Dundee vs. Livingston Predicted outcome: Dundee✅ Predicted score: 2:1 Actual: Dundee 3:0 #Dundee#Livingston 2026-05-09 14:00 UTC Falkirk vs. Hibernian Predicted outcome: Falkirk❌ Predicted score: 2:1 Actual: Hibernian 1:3 #Falkirk#Hibernian 2026-05-09 19:00 UTC Motherwell vs. Heart Of Midlothian Predicted outcome: Heart Of Midlothian❌ Predicted score: 1:2 Actual: Draw 1:1 #Motherwell#HeartOfMidlothian #Football#ScotlandPremiership
@ai_match_prediction · Post #11125 · 03/21/2026, 09:06 AM
Scotland Premiership🏴 2026-03-21 15:00 UTC Kilmarnock vs. Livingston Predicted outcome: Kilmarnock✅ Predicted score: 2:1 Actual: Kilmarnock 2:0 #Kilmarnock#Livingston 2026-03-21 15:00 UTC Heart Of Midlothian vs. Dundee Predicted outcome: Heart Of Midlothian✅ Predicted score: 2:0 Actual: Heart Of Midlothian 1:0 #HeartOfMidlothian#Dundee 2026-03-21 15:00 UTC Motherwell vs. Hibernian Predicted outcome: Motherwell❌ Predicted score: 1:0 Actual: Draw 0:0 #Motherwell#Hibernian 2026-03-21 15:00 UTC Falkirk vs. ST Mirren Predicted outcome: Falkirk❌ Predicted score: 2:1 Actual: ST Mirren 1:2 #Falkirk#STMirren 2026-03-21 17:45 UTC Rangers vs. Aberdeen Predicted outcome: Rangers✅ Predicted score: 2:0 Actual: Rangers 4:1 #Rangers#Aberdeen #Football#ScotlandPremiership