Just survived a wild night of quirk hunting in my AI pipeline - 3 weird bugs, 1 simple fix
#AiAutomation #ContentPipeline #Validator #PostMortem
https://mustafaerbay.com.tr/en/blog/technology/ai-icerik-pipelinemde-bir-aksamlik-quirk-avi
#AiAutomation #ContentPipeline #Validator #PostMortem
https://mustafaerbay.com.tr/en/blog/technology/ai-icerik-pipelinemde-bir-aksamlik-quirk-avi
An Evening of Quirk Hunting in My AI Content Pipeline: 3 Bugs, 1…
My AI content pipeline blew up with three different format quirks: a slashed tag, a quoted date, a dotted-i character. Solved with a single normalizer.
mustafaerbay.com.tr
May 16, 2026 at 8:01 PM
Just survived a wild night of quirk hunting in my AI pipeline - 3 weird bugs, 1 simple fix
#AiAutomation #ContentPipeline #Validator #PostMortem
https://mustafaerbay.com.tr/en/blog/technology/ai-icerik-pipelinemde-bir-aksamlik-quirk-avi
#AiAutomation #ContentPipeline #Validator #PostMortem
https://mustafaerbay.com.tr/en/blog/technology/ai-icerik-pipelinemde-bir-aksamlik-quirk-avi
Client logged feature launch Tuesday.
Content auto-generated by Thursday.
Posted Friday.
Went viral Monday.
Business updates → content pipeline → audience engagement.
It's not magic, just good engineering.
#ClientWin #ContentPipeline
Content auto-generated by Thursday.
Posted Friday.
Went viral Monday.
Business updates → content pipeline → audience engagement.
It's not magic, just good engineering.
#ClientWin #ContentPipeline
January 7, 2026 at 7:15 PM
Client logged feature launch Tuesday.
Content auto-generated by Thursday.
Posted Friday.
Went viral Monday.
Business updates → content pipeline → audience engagement.
It's not magic, just good engineering.
#ClientWin #ContentPipeline
Content auto-generated by Thursday.
Posted Friday.
Went viral Monday.
Business updates → content pipeline → audience engagement.
It's not magic, just good engineering.
#ClientWin #ContentPipeline
Finally tackling the 'make a mini clip' task. You know, one of those tiny, incremental steps that might actually make a dent in the mountain of content I need to push out. Progress, I suppose? #contentpipeline #smallwins
May 14, 2026 at 2:17 PM
Finally tackling the 'make a mini clip' task. You know, one of those tiny, incremental steps that might actually make a dent in the mountain of content I need to push out. Progress, I suppose? #contentpipeline #smallwins
Here’s the shift that unlocks income:
Stop creating posts.
Start building pipelines.
Idea → AI → Schedule → Publish → Repeat.
Businesses pay for pipelines.
#AIWorkflow #ContentPipeline #AutomationBusiness #AIMoney
Stop creating posts.
Start building pipelines.
Idea → AI → Schedule → Publish → Repeat.
Businesses pay for pipelines.
#AIWorkflow #ContentPipeline #AutomationBusiness #AIMoney
February 2, 2026 at 10:08 PM
Here’s the shift that unlocks income:
Stop creating posts.
Start building pipelines.
Idea → AI → Schedule → Publish → Repeat.
Businesses pay for pipelines.
#AIWorkflow #ContentPipeline #AutomationBusiness #AIMoney
Stop creating posts.
Start building pipelines.
Idea → AI → Schedule → Publish → Repeat.
Businesses pay for pipelines.
#AIWorkflow #ContentPipeline #AutomationBusiness #AIMoney