Notes about my work, projects, training, and life.
AI does not remove the need for judgment.
I still have to define the problem, set the requirements, catch bad assumptions, test the result, reject weak work, and decide what actually belongs in the product.
The tools can move fast.
The responsibility for directing the work is still mine.
This is how I actually build software with AI.
https://jimlunsford.com/how-i-actually-build-software-with-ai/
I put ChatGPT Work through a full day across several projects today.
Only Empowerment finished Phase 6 cleanly, moved into Phase 7, and pushed Do It Now all the way through staging. One final mobile Chromium screenshot failure kept PR #9 unmerged, exactly as it should.
The Proof WordPress theme went through a full release audit, exposed three real problems, got corrected as v2.0.7, passed verification, and is now public on GitHub.
Bonumark Stream also moved through its next-release work, dev deployment, browser acceptance, and a clean System Check at 39 PASS, 0 WARN, 0 FAIL.
A lot got built today, but that is not the part I care about most.
The important part was testing it, rejecting what was not good enough, correcting it, and verifying what actually worked.
That is what AI-assisted development means to me.
Tonight I’m working the Neil Diamond Experience at the Brown County Music Center, and I’m actually pretty excited for this one.
My dad and grandpa both listened to Neil Diamond when I was growing up, so a lot of these songs are tied to memories that go way back.
Funny how a work detail can turn into something personal.
Getting paid to be here tonight is just a bonus.
Not every mistake needs a speech.
Sometimes the strongest response is to notice the miss, own it, make the correction, and keep moving.
No drama. No excuse. No performance.
Just an honest adjustment before a small problem becomes a pattern.
Correct quietly.
I built a small WordPress plugin today to fix a problem most visitors will never see.
JimLunsford.com already knew I was a person, but its structured data was telling a messier story: stale identity links, no canonical portrait, and one homepage signal describing “Jim Lunsford” as an organization.
So I fixed it the way I prefer to fix things: narrowly.
One site-specific plugin, one job.
Make the machine-readable version of me match the actual one.
For the first time I can remember, I’m intentionally taking a break from running and training.
Between my schedule at the jail and the long list of outdoor projects I want finished before winter hits, there just aren’t enough hours right now to do everything.
So for the moment, running and training are taking a back seat.
It feels strange because they’ve been such a consistent part of my life, but this isn’t permanent. When life balances back out and some of these projects are finished, I’ll get back on the road and under the weights.
Relapse is not a requirement of recovery.
When we keep telling people it is “part of the process,” we risk turning a dangerous return into something expected.
A relapse can happen. That does not mean it should be normalized.
Recovery should build toward staying out, not making peace with going back.
https://jimlunsford.com/relapse-is-not-part-of-recovery-stop-normalizing-the-return/
The last 24 hours have been a grind.
I’ve been getting content ready for JimLunsford.com, and once my ChatGPT usage refilled Sunday night, I went straight back into building.
A lot of the work right now is the kind nobody sees yet: planning, refining, testing, fixing, and getting the foundation right.
Not flashy. Still progress.
Most problems whisper before they start screaming.
Fatigue. Frustration. Drift. A routine slipping. A standard getting easier to negotiate.
Pay attention early.
You do not have to wait until something breaks before you correct course.
Discipline means noticing the warning signs while they are still small enough to handle.
Recovery is not something you practice only when life is calm.
Life is the training ground.
Stress, boredom, conflict, responsibility, disappointment, and change all give you chances to prove the standard holds outside perfect conditions.
You do not build strength by avoiding real life.
You build it by meeting real life differently.
https://jimlunsford.com/recovery-standard-life-is-the-training-ground/
