... version where I run it again properly. Comment from Arnold Oshenye(@oshylabs): @busmark_w_nika  Appreciate that. Some weeks the scope shows more than others, it forces me to be honest about what actually needs building versus what just looks good on a roadmap. Thanks for following along. Comment from Arnold Oshenye(@oshylabs): Mine was treating a job change as a clean slate for my own products. I run Oshylabs alongside full time work, and every time I assumed ... ... role would free up hours to ship faster, the ramp up ate the time I had earmarked

... hands you, you will immediately spend on reasoning, on longer context, on memory, on the multi-step version that finally works properly. That's not a failure of discipline. Better output costs more tokens. The savings arrive already earmarked. Meanwhile the market is quietly repricing around this. Metronome's 2026 survey has 64% of SaaS companies billing at least partly by usage, up from 39% in 2024. A poll of 230 B2B software and AI companies found hybrid pricing flat ...