Cult.fit, the Indian health and fitness platform, has deployed OpenAI's Codex across multiple non-engineering teams to build internal tools without traditional software development cycles. The result is faster execution on operational problems that previously required engineering queue time.
The more important story here is not the technology but the organizational shift. Non-technical teams are writing functional code, shipping tools, and owning their own workflows. That changes headcount math, sprint planning, and who gets to define what gets built. The article details specific use cases across functions, which is where the real signal is.
If you manage operations, product, or engineering at a mid-size company, read the original for the implementation specifics. The question it forces is straightforward: which of your teams are waiting on engineers for work they could now do themselves.
[READ ORIGINAL →]