Personal blog — tech, notes, life
Jalal Ahmad. Building things, writing it down.
I'm an engineer who cares about good tools, quiet software, and the odd story worth telling. This is where I think out loud — about code, craft, and life in between.
Latest writing
All posts →Pin Everything: Why "Latest" Is a Time Bomb
The same line of configuration can work for two years and break overnight without anyone touching it. Here is why floating versions fail, what a real pin is, and the eight rules that keep your software predictable.
Cheaper tokens, bigger bills
Token prices keep falling while Artificial Intelligence agent bills keep rising. Here is the simple math behind why costs balloon—and how to keep them under control.
Neat by Neeta: Why I Am Proud of My Wife's Home Organizing Business
My wife Neeta turned her own journey from chaos to calm into Neat by Neeta, a home organizing business in Central New Jersey. Here is what she offers, and how you can help it grow.