afxuh

mindmilker.com / ai for questioning and stress-testing / ai provide knowledge and speed, human provide innovation

Cool idea. But it only works when the data never changes. could you make a streaming/incremental version? One that updates the math cheaply when new data arrives, instead of recomputing everything, or does the math fundamentally prevent it?

thats why agents completes a project with the first 3 prompts, , then maintaining and fine-tuning it take ages till hits "-Session token expired"

Actually you hit the core differences between human/ai code > stack overflow answers at 2am for strangers , its innovation , human innovate / ai dont

Its a clever academic demo in 1000 lines of C. What everyone needs is intelligent circuit breaker + auto-remediation layer on top of existing schedulers (Airflow, Temporal). The gap is real the opportunity is open.

in my 40s here as well, career shift is not a an odd thing anymore these days (i guess), myself (Elementary Teacher for 2 years with university degree > Civil engineer for 7 years with univ degree > software engineer without a degree 3 years indie sole projects > now considering career shift again but still not sure to what!)

I think its up to your goals (you go after what drives you ) if its moeny then go wherever money-industries go, if its passion then go be creative and let the passion drives you.

Best of luck whatever you choose

Congrats, you built an ETL pipeline and called it an agent. The industry has come full circle.

Calendar events are a proxy for focus, not a signal. This fixes the wrong problem.

I think that's the real gap. Non-technical people don't want to learn DreamWeaver or SquareSpace's backend. They want to describe what they need and have it just work.