Engineering Speed And Abstractions Create Longer Failure Paths, An Unacknowledged Tradeoff

Arpit Bhayani

Arpit Bhayani

Sep 07, 2026 • 1 min read


It is concerning how enggs are losing their grip on their systems. Not just on the low-level code, but on the end-to-end flow of their systems as well.

I think there are two reasons for this:

  1. Everything is in a hurry now. We are constantly optimizing for faster delivery, so there is less time to understand how things actually work.

  2. We are moving towards higher-order abstractions. What could have been 5 well-documented steps explaining how things work is now abstracted away into poorly maintained skill files.

Btw, abstractions do not eliminate complexity. They just move it somewhere else.

So when a rare and complex issue shows up, it takes relatively longer to understand, diagnose, and fix the problem.

The happy path got faster. Yay! But failure path got longer. And that is a tradeoff we are not talking about enough.

Arpit Bhayani

Principal Engineer II at Razorpay - building Agent Studio, Ex-staff engg at GCP Memorystore & Dataproc, Creator of DiceDB, ex-Amazon Fast Data, ex-Director of Engg. SRE and Data Engineering at Unacademy. I spark engineering curiosity through my no-fluff engineering videos on YouTube and my courses