How artificial intelligence is reshaping the tools, teams, and economics of building software.
Engineering managers are tracking a rise in structurally hollow code submitted by junior developers using AI assistants, shifting the debugging burden onto senior staff.
16 Jul 2026
Frontier models now swallow a million tokens without blinking, so the number stopped meaning much. The fight that decides the next decade of AI products is about what a model remembers after the window closes.
14 Jul 2026
Prompt engineering rose as a lucrative specialism and vanished within eighteen months. As models got better at inferring intent, the magic words stopped working and the real skill dissolved into ordinary product work.
6 Jul 2026