I was a counselor before I was an engineer. Spent years watching most people swear they wanted to change… then repeat the same patterns anyway. Companies do the exact same thing.
It takes humility and introspection to look at your own outcomes and actually change how you operate. Building AI-first this past year has been that lesson on repeat.
It feels easy to chase the next shiny thing. It was Clawdbot, renamed what felt like every few days until it ended up as OpenClaw. Then Hermes was the new one to chase. Same treadmill with note apps, Notion then Obsidian. Each one's the best thing since sliced bread, and by the time you've set it up and gotten it working for you, the next one's already out. You never actually work.
I did it with Notion first. Fell for the YouTube videos, loved the dream of carrying all my context everywhere. Ended up spending more time tweaking, customizing, and keeping it current than actually getting things done. I even ran it as an MCP inside Claude Code… where it mostly just burned context and tokens.
So I switched to something deliberately plainer: Claude Code managing local markdown files. That single decision forced the better question. Not “What do I want to offload from my brain?” but “How do I actually work? What do I do excellently? What do I enjoy? What sucks the life out of me?”
I’d been building for the version of myself I thought I should be, how I should work. I started building for the one I actually am.
Now Claude manages the repo with heavy guidance from me. The conversation is where I dig into my own processes. The files are where that becomes a system I can use. A year in, it works with me and for me, instead of needing constant tending. Less time on setup, more time moving. Every Claude Code instance is a sharp junior engineer and PM, and I'm still the one covering blind spots for both of us.
The question was never “Can AI do this?” It’s “Should this get done right now?” AI won’t ask that for you. Let it run unchecked and you get feature bloat, slipped launches, and confused users.
Counseling taught me to spot this in other people. Therapy taught me to do it on myself. Building with AI makes me practice it every single day. Can I set aside what I’d rather be doing for what actually needs doing right now? You level up when you stop swapping tools and start refining the operator.