
Why AI-Assisted Development Is the New Baseline
By Jakir Uddin — 2026
By Jakir Uddin — Engineering — 2025 — 1 min read

Technical debt isn't inherently bad — taking a shortcut to hit a launch date is often the right call. The cost shows up later, when nobody remembers why the shortcut was taken or what it was supposed to unblock.
A skipped test suite doesn't slow you down in week one. It slows you down in month eight, when every new feature requires manually re-testing the same five flows because nobody trusts the code enough to touch it without checking.

We've inherited codebases where the 'temporary' auth workaround from launch week was still load-bearing three years and four engineering hires later — because nobody wrote down that it was temporary.
The goal isn't zero debt. It's debt you chose on purpose and can still see.

By Jakir Uddin — 2026

By Kyaw Munn Oo — 2026

By Jakir Uddin — 2026