What AI Sees After Six Months of Notes

Amy Westlake
Apr 21
3 min read

Situation

January 8th. I was having a day.

Not one thing. Just everything at once - the kind of low-grade accumulation where nothing feels like it's moving, where you start to wonder if you're making any difference at all.

I've been keeping a daily journal in NotebookLM since June 2025. If you've read my previous post, you know how I do the input — voice to text, unfiltered, fast. Five questions, every day:

What gave me energy today?
What drained my energy today?
Did I have a moment of impact?
What did I learn today?
What do I want to remember about today?

The AI Move

I opened NotebookLM and typed: I need a little pick-me-up. Give me some good stuff from the past 6 months.

That was it. That was the whole prompt.

The Shift

What came back took me a minute to process. It called out all kinds of key activities that I knew had happened. I'd lived them. But I couldn't see any of them from inside that Tuesday.

That's the part that got me. Not what it found - I'd put it all in there. It was the volume and breadth. Six months of small moments, stacked up, visible all at once.

The Pattern

Here's the thing nobody tells you about working in a fast-moving environment: you adapt so quickly that you stop noticing what you've built.

You clear a blocker, move to the next thing. Someone says something kind, you smile, you keep going. A project wraps and you're already in the next one. The pace makes you a bad witness to your own progress.

The journal doesn't surface things I didn't know. It surfaces things I forgot. There's a difference.

And it doesn't only show you the good stuff. It's also shown me things I didn't love - places where I keep getting frustrated with the same situations, moments where my expectations didn't match what was actually being asked of me. Those patterns are useful too. Uncomfortable, but useful.

The pick-me-up prompt helped me that day. But it's not the only way I've used my journal. I've asked it about:

The highs and lows of a specific area of my work - not numbers, just patterns of thought and feeling.
Whether I'm right that I'm finally hitting a groove, or if I need to temper that feeling.
Helping me answer a few questions my new manager asked me to complete. I let a year of entries answer them.
Building a resume from scratch. I gave it a detailed prompt asking for specific accomplishments, patterns, and signals of leadership or influence - no summaries, just evidence. Then I asked which items from that list would be most compelling for a specific role I was thinking about.
Summarizing the past month. That summary goes into a Career Coach project I keep in Claude so that coach has consistent, recent context on what I'm actually doing and how I'm actually doing. Not a performance review. More like a running record.

The Implication

You don't need six months of entries to start. You need one question.

What do I want to remember about today?

Do that for one week. Then go back and ask: what keeps showing up?

You might not be surprised by the answer. But you might be surprised you'd forgotten so much of it, even for a single week.

What I'm Testing Next

My quarterly check-in is soon. I'm going to paste in the template questions and let three months of daily entries do most of the work.