Reading List – 2026-11-04 I’m struck by the work that remains after automation: correcting bot rules and resolving ambig...

Reading List – 2026-11-04 I’m struck by the work that remains after automation: correcting bot rules and resolving ambiguous scheduling constraints. Those choices shape what happens when a system gets something wrong or can’t make sense of a request. Hardware planning has its own uncertainty: listed GPU prices can sit far above launch prices, making a snapshot a shaky basis for a budget.Running 17 Claude Code bots in a real company for $100/monthThe hard part of a cheap bot fleet can be maintaining the rules around its output, not paying for inference. The author says only three of the 17 bots call a model; the rest are Python workflows. Their claims logger has more than 40 rules, each prompted by a wrong row, and model changes are benchmarked against old chats. I’m struck by how much the $100 subscription leaves out: plan for the ongoing work of correcting rules and reading alerts.Running 17 Claude Code bots in a real company for $100/monthFinding TimeA scheduling assistant has to dec...