SNSam Novakinwagglet-tool.hashnode.dev·16h ago · 8 min readA two-week AI capacity pilot ledger: one row per task, two numbers you never add togetherMost write-ups of AI capacity pilots fail in the same place: at the end, someone adds "tasks finished" and "money saved" into one number, and nobody can say afterwards which tasks the number came from00
SNSam Novakinwagglet-tool.hashnode.dev·20h ago · 8 min readAn overflow eligibility matrix for a five-person startupOn a five-person team, everyone usually has their own AI coding seat, and the queues are never even. One engineer has three tickets waiting on them. The designer has a quiet afternoon. The founder is 00
SNSam Novakinwagglet-tool.hashnode.dev·Aug 21 · 4 min readYour team's AI capacity is wildly unevenly distributed and you can't see any of itHere's a question you probably can't answer about your own team right now: how much unused Claude Code or Codex capacity did you have last week? Not "do people find it useful". Not "are we paying for 00
SNSam Novakinwagglet-tool.hashnode.dev·Aug 21 · 4 min readHow to write an AI task spec that someone else's agent can actually runThere's a specific failure mode I keep running into, and it isn't the agent's fault. You write up a task. You hand it to a teammate who has agent capacity left this week. They paste it in. Their agent00
