---
title: Call a savepoint
description: Working with AI engages the same dopamine machinery as slot machines. The hollow feeling at the end of a 2.3B-token week is the loop doing what loops like this do. The fix is a savepoint.
doc_version: "1.0"
last_updated: 2026-05-10
slug: call-a-savepoint-ai-coding-compulsive-engagement-linkedin
outlet: LinkedIn
author: Jesse Robbins
date: 2026-05-07
url: https://www.linkedin.com/posts/jesserobbins_hey-feeling-depleted-after-working-with-activity-7458153361582751744-9PbM
type: LinkedIn
excerpt: Working with AI engages the same dopamine machinery as slot machines. The hollow feeling at the end of a 2.3B-token week is the loop doing what loops like this do. The fix is a savepoint.
quote: The pull you feel toward 'just one more iteration' is not evidence that the work needs more time. It is evidence that the schedule of small wins has trained your brain to expect another one.
quoteAuthor: Jesse Robbins
tags:
  - AI Coding
  - AI Developer Tools
  - Working with AI
  - Engineering Culture
  - Operating Systems for Knowledge Work
dateModified: 2026-05-10
---

> "The pull you feel toward 'just one more iteration' is not evidence that the work needs more time. It is evidence that the schedule of small wins has trained your brain to expect another one."
> — Jesse Robbins

<!-- source -->

> Hey... feeling depleted after working with AI?
>
> It is not a flaw in you. It is the predictable result of two things: this work has the reward loops of a game and the cognitive cost of supervising it is much higher than it looks. Together they are an addictive loop to keep you in the seat past the point where you should have walked away wondering why you feel hollowed out by a day that produced so much output.
>
> I learned this after hitting 2.3B tokens for the week & #11 on the tokenmaxxing leaderboard. Everyone doing extraordinary things with AI right now, the tokenmaxxers, running multiple billions of tokens a month across Claude, Codex, and Gemini... they all know this. They are the ones building the most ambitious systems, shipping the most code, producing the most remarkable output.
>
> Working with AI engages the same dopamine machinery as slot machines, video games, and social feeds. You write a prompt, you wait, something arrives. Sometimes it is brilliant. Sometimes it is wrong in an interesting way. Sometimes it is wrong in a boring way. The loop is short: five minutes, sixty minutes, the cache windows you are unconsciously syncing to and the reward is highly variable. That is the textbook recipe for what they call "compulsive engagement". It is not an accident that you keep going past the point where you should stop. The loop is doing exactly what loops like this do.
>
> The pull you feel toward "just one more iteration" is not evidence that the work needs more time. It is evidence that the schedule of small wins has trained your brain to expect another one. Video games and slot machines feel productive in exactly the same way. The difference is that with AI, sometimes you really did just ship something which makes the pattern harder to see and harder to break.
>
> Call a savepoint. Have the agent capture the current state. All your open threads in a structured note and then close the conversation. Walk away. When you come back, fresh model and fresh you, you load the savepoint and continue. You can call for a savepoint at any time. You need one and so does your coding assistant. The work will be there when you get back.

*Originally posted on [LinkedIn](https://www.linkedin.com/posts/jesserobbins_hey-feeling-depleted-after-working-with-activity-7458153361582751744-9PbM) on 2026-05-07.*

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