One AI-assisted day, two months of senior engineering
Ahnii! In about 24 hours, a stacked backlog of conflicting and half-validated pull requests across the Waaseyaa Framework and Sheg turned into a clean landing sequence. This is the receipt, and the honest comparison to how long it takes a person. What actually landed Fourteen pull requests merged: twelve in the Framework, two in Sheg. The Framework dozen was not cosmetic. SQLite schema authority…
In just 24 hours, a significant number of pull requests were merged and cleaned up across the Waaseyaa Framework and Sheg systems. This transformation marked a stark contrast to the time required for a single senior developer working on the same tasks. Fourteen pull requests were merged in total, with twelve in the Framework and two in Sheg.
The Framework changes were substantial, focusing on SQLite schema authority, migration safety, admin surface serialization, and more. Similarly, Sheg received hardening on local-acceptance diagnostics and fixed a Python test-wrapper issue. Despite the impressive merge count, the real work involved addressing numerous underlying defects that only surfaced after the initial implementation.
These issues included duplicate embed protocol messages, missing workflow refresh signals, and critical authorization holes. Additionally, there were problems with advisory exceptions leaking across layers and test failures being swallowed, resulting in green checks for red outcomes. The candidate-build cache also posed safety risks, and the SQLite coupling inventory across 108 files revealed the true scope of dependencies.
Importantly, the work was carefully guarded and not released during this period. The author acknowledges that one experienced senior developer could achieve similar results within 8 full-time weeks, with a range of 6 to 10 weeks and an estimated effort of 240 to 400 hours.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
