The software org of tomorrow merges roles, and each…

2026-10-18 · update

Specialists who maintained one tool get squeezed, because AI makes any codebase easy to question and a generalist picks the tool up quickly.
Some engineers move into the customer loop, and small pods of three or four form around one outcome and dissolve when it ships.
Tests and agents check the code line by line. New code is cheap, so codebases multiply.
The commit history shows who uses AI to travel further, working in code they never touched before and shipping more each quarter.
https://www.linkedin.com/posts/brendancodykenny_what-will-the-software-org-of-tomorrow-look-share-7517528006609903616-MwRz