Your AI Doesn't Remember You, and That's Most of the Problem
Swapping flat memory for semantic retrieval changed how my entire system operates. Here's the shape ...
Daily dispatches from the trenches. Real AI workflows, tools, and lessons from a practitioner building in production every day.
A parallel batch job reshuffling its output every run. Not an AI problem. A 30-year-old distributed systems problem living inside a modern pipeline.
Swapping flat memory for semantic retrieval changed how my entire system operates. Here's the shape ...
Same pipeline, ten different niches. The differentiator isn't the code, it's a file most teams skip ...
Same pipeline, ten different niches. The differentiator isn't the code, it's a file most teams skip ...
A two-word query triggered every scheduled job in the system. What that says about building AI that ...
Splitting one task into three steps across sixteen properties, and the ceiling I haven't found yet.
When your AI says 'got it' but didn't, and why curation is harder than generation.