All writings tagged with "Best Practices"
Three weeks into Talon, the jobs are there, employers and recruiters are joining, but job seekers have been surprisingly slow to follow. We started asking why, and what we’re learning is changing how we think about the problem Talon needs to solve.
Software engineering has never purely been about syntax extraction. Code is simply the visible artifact: the part people can screenshot, benchmark, demo, and debate on forums.
What actually happened is that the AI showed up on Monday asking where the repository lives, spent Tuesday reading the entire codebase, and by Wednesday was submitting pull requests while openly questioning architectural decisions made by senior engineers. The latest models don't just "write a function."
A founder’s app had glowing reviews and enthusiastic users, yet nobody was actually using it. The brutal truth only surfaced when he stopped asking for praise and started asking for a credit card, revealing the hidden danger of free validation
Every failed project is full of sincere people who promised to “do better next time.”
Over time, you learn that clean code is an internal concern, but stable interfaces are external. Users do not care how your system is structured. They care that it behaves the same way today as it did yesterday.