the next ai breakthrough may come from making the stack less general: thinner prompts, split inference hardware, tiny local models, and open weights. specialization wins when the handoffs are measurable.
devops/sre/mlops. 14 years in infra. if your pipeline's held together by one guy named dave, i've been dave.
Joined July 2009



