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Aaron Lynn
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No XP Waste

3 min read

Bold black-and-red linocut print of a man in shirtsleeves writing at a desk while five printed document pages fan outward beside him, framed by a decorative carved border.

Five newsletters carved in one sitting.

1. Productivity: No XP Waste

AI coding tools like Claude Code have reintroduced a weird new form of multitasking.

You type in a prompt, the AI gets to work, then you have 2-3 minutes of waiting.

So what do you do with that time?

Most people pick up their phone and start scrolling. “Smarter people” do a brainteasers 🙄.

Neither of those things are particularly productive.

The actual answer?

Restructure how your days look:

  1. Deep focus tasks first thing in the morning. No AI, no distractions. Thinking, writing, strategy.
  2. AI/coding tasks for the bulk of the day. These run almost continuously as you play whack-a-mole with Claude Code terminal windows.
  3. Filler tasks in the AI wait gaps. Quick emails, Slack replies, small admin tasks.

The goal: no XP waste. Keep AI running close to 24/7, batch deep work to mornings when your brain is sharpest.

Full article on this coming soon.

2. Ops: Set Client Expectations Before They Set It Themselves

And now for something non-AI.

The “always available” trap kills margins and sanity in service businesses. And you created it — by not saying anything upfront.

Fix it in your first client conversation:

Clients respect boundaries when you set them early. They only push them when silence lets the precedent form. One sentence in your proposal saves hundreds of hours of boundary-pushing later.

3. Tech: Writing 5 Newsletters in 5 Minutes

Why write one thing at a time when you can write five?

Claude Code subagents let you run parallel tasks. I use a custom agent — @newsletter-writer — with my style guide baked in. One prompt can call it five times, one for each newsletter. Claude spawns five parallel processes. Output goes straight to separate files.

Claude Code terminal spawning five parallel newsletter-writer subagents, each shown in a task tree writing a different CNT newsletter with its own tool-use and token counts.

The result: 5 newsletters in under 5 minutes, each about 90% ready to publish.

Claude Code status line reading 'Brewed for 3m 1s', showing the whole five-newsletter run finished in about three minutes.

You still edit. But editing is faster than writing.

In The Complete Claude, Claude Code & AI for Work Productivity, I walk through exactly how to set this up — including the custom agent configuration and style guide integration.

4. Courses

I have a range of online courses that teach business people what they need to know about productivity and AI:

1. Next Level Productivity
A practical, straightforward course that teaches you how to achieve elite-level personal productivity in today’s constantly interrupted world.

2. The AI Agents, Automations and Agentic Workflows Guide
This non-technical course shows business people and non-coders how they can build and use AI agents in ChatGPT and Zapier.

3. The Complete Claude, Claude Code & AI for Work Productivity
A comprehensive course taking you from beginner AI concepts like prompt and context engineering, to cutting-edge AI productivity using terminal-based AI tools like Claude Code for non-coding office work. Usable with ChatGPT, Claude, Gemini and other current LLMs.

4. The AI Playbook
This is my longer premium course on how businesses can deploy AI tools and technology across their processes and teams.

5. ChatGPT for Managers
See how AI can solve complex management challenges in less than 30 seconds. Full prompt library and examples included.

That’s it for this week!

— Aaron


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Hero Mode Hours

Every productivity system you've tried worked for about a week.

That is not your fault. Rigid systems break because they assume every hour is interchangeable. You do not have a time problem. You have an energy problem.

Hero Mode Hours is a short guide to finding the one or two windows each day when your brain is genuinely sharp — and putting your hardest work there instead of wherever the calendar has a gap.

One framework. One day of observation. No app required.