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First Person Quality Control

Tue, 2 Jun 2026, 10:17 PM (-06:00) Creative Commons License

1. Brain in the Room

I read something recently by a guy about using Claude. It was a confession. He was angry at himself.

There was a software issue of some sort which he fed into Claude, which analyzed the issue, outlined a solution, and implemented a fix. He then had Claude push the code for review. It got reviewed. The fix was merged.

Problem was (and this was the heart of his confession): He did not read the issue report himself. He he did not look at Claude’s proposed solution. He did not look at the code, much less verify that it solved the problem. 

Ok, so I’m sitting here… I mean I’m sitting here… reading this story thinking WTF was Matheus thinking. What did he think his paycheck was for? (Brings to mind lawyers submitting documents to the court with AI hallucinations in place of legitimate case citations.)

I’m being unfair to Matheus. That’s precisely why he wrote that post. As he reflected, “[your] job is the part where your f***ing brain has to be in the room.”

It’s a good write up.  He has a number of insights from that experience. And his reflections on software development in general are well-written and smart.

In the end, the code worked. The issue got fixed. There was no need for a rollback. So maybe… crisis averted?

2. Quality Control

I had a summer job years ago. A job as a draftsman’s aide. I stood at the drafting table in a florescent-lit room with drafting tables extending to (what seemed like) infinity. I stood there and drew lines on piping and instrumentation diagrams.

That was many years ago. So long ago that to get paid at the end of the week you would go down to the basement where there was a cashier’s window where we would pick up not our paychecks but cash. So long ago that when the drawings were finished, we would take them to be reproduced onto blueprints. So long ago that Margaritaville was playing on the radio.

It was so long ago that for each drafting task there were two draftsmen involved: one who did the drawing and a second one who poured over a copy of their work with a yellow pencil to make sure the dimensions added up correctly, highlighting each number as they checked it.

Imagine that.

3. A Lesson To Be Learned.

I don’t really need to say this. You certainly understand it. But there is a lesson to be learned here.

For what it’s worth, I’m not convinced that the lesson is to have a second AI review the work that the first AI did. That’s compelling, but I think Matheus got it right in the end: 

here’s the new hard rule I’m following after this “incident”: if I still can’t explain the change, I can’t ship it. No exceptions.

Notice his use of the first person. 

End-of-Year Goodbyes

Sun, 31 May 2026, 09:27 AM (-06:00) Creative Commons License

I make goodbye cards for the students at the end of each semester — hand-colored and signed, although the black outlines are mass produced from a single original. Unlike previous years, this spring I made a different card for each of the three preps I taught — about 175 cards in all, allowing for some extras to give to colleagues.

You should know that the stick figures (teacher with top-hat, students without) make frequent appearances in the class notes. The various interpretations of non-hat-wearing figures making a run for it would not have been lost on them.

Goodbye to AP Precalculus

The kids in these two periods went thru a lot. It was way more than they were used to. I had students used to straight-As in tears after every test. That they were all mostly smiling and cheerful at the end was remarkable — partially due to the generous curve I applied to the gauntlet of tests they took during the final weeks, and also to the fact that the actual AP test was easier than those we had grilled them with.

AP Precalculus goodbye card (front) AP Precalculus goodbye card (back)

Goodbye to Advanced Algebra 2

Many of the kids in these three periods were rascals. Some of them felt like 8th graders all year long.
(I hear some of you whispering, “And your point is…?”)
By the end we had bonded pretty tightly.

I overheard one of the kids, one of the 8th grade protagonists interestingly enough, mutter to
another student, “Wait. Did he hand-draw each of these!?” as he pointed to differences in the shading and color-scribbles.

Advanced Algebra 2 goodbye card (front) Advanced Algebra 2 goodbye card (back)

Goodbye to Precalculus

Half of these kids were seniors. The other half were juniors. It was one period of only about a dozen people at the beginning of the day. The 8th grader in all of them was far in the distant past, which was a blessing, as I didn’t expect to teach this class and only found out about it the week before school started. They were really good to me.

The card I gave them was hand-colored as were the others, but I gave them all away before I snapped the pictures. So this is the “master” before the coloring and signing.

Precalculus goodbye card (front) Precalculus goodbye card (back)

A Gathering Place on the Second Lake

Sat, 30 May 2026, 10:07 AM (-06:00) Creative Commons License

1. Two Deep Lakes

The first lake in the chain was deep.

Mimi used to warn us about the drop-off — how the lake was a half-mile deep. It was her way of saying, “Don’t swim out too deep today.” This was in keeping with how she would warn us about other hazards of that place on the hill in the woods by the lake. For example, about the quicksand in the woods. Just to the south, beyond the soft, green wall of juvenile White Pines, the hill descended to a spring with deceptively shallow water and black muck all around. Her quicksand admonishments were her way of saying, “Don’t walk across that log in the bog lest you fall in and get stuck.”

But I digress.

The first lake in the chain was deep. So was the third. Although the third lake was smaller than the first and packed all around with cottages. It had a resort-y feel. The first felt a bit more like a place in the wilderness. 

2. The Second Lake

The second lake was shallow.

As you paddled out of the channel connecting the first lake to the second and gazed over the side at the gradually receding lake bottom, the channel weeds thinned leaving nothing but clear sand.

There was no drop-off here. The clear water took on a pea-green cast. Of the five lakes in the chain, this one had a personality all its own. Away from shore, the bottom was always in sight, although just beyond reach of your paddle should you push it downward.

This second lake was larger than the third but smaller than the first. It was not a long distance across. And on that far side there was a steep hill that rose from sandy shallows that were well suited for splashing. You could pull your canoe up and loosely tie it to the trunk of a fallen tree after the turtles had scattered. 

3. A Gathering Place

From the shore, you could scramble up a steep path to a clearing on a ridge that separated that lake from the third. In the clearing there were fallen tree trunks arranged in a circle around what was clearly a place where campers would gather around a fire. You could imagine the ghost stories they would have told to the flickering flames. Or the songs sung in the night. You could rub your fingers on the initials carved into those logs of some of those story-tellers and singers.

It would have been a wonderful place to gather at night.

And it was a wonderful place to sit during the day. A breeze blew thru the leaves, coming up off the pea-green water. Surrounding the logs around the fire pit, there were great Beech trees with grey trunks that ascended beyond a canopy of young maples and oaks. The light from the summer sun would dance on the Beech leaves. The breeze whispered to you: “Sit and listen.”

We went there often to do just that.

4. Today

Years later, they raised the level of the water in the lakes. It made for better water skiing in that second lake. The lake no longer has that pea-green personality.

And the Beech trees are gone — one winter a horrible storm blew through and toppled every one of them. The hill is still there of course. But the sandy shore is no longer so shallow. The path up the hill is grown over.

Alas, the gathering place is no longer quite what it once was.

Miss You

Fri, 29 May 2026, 08:13 PM (-06:00) Creative Commons License

The final exam was over. Everyone in the room had finished and turned in their tests. The tests were graded. There was still an hour to go, and so there was nothing to do but sit and chill. 

The room was quiet. This particular class was small and always quiet. But with the seniors gone to graduation practice, the class was smaller and quieter. 

I looked at the students. Most of them were on their phones — ok, on this last day of class after the last test, ok, that’s fine. But one of them was turned sideways and held his hand to his mouth. I watched for a moment to see if he was ok. He was not — eyes red, visibly sobbing. 

I slowly stood and walked to that side of the room, kneeling beside him.

“Are you ok?” 

One of the other students had noticed and was watching.

“Yes,” he said sobbing inconsolably… “but it’s just that I’m going to miss you.” 

I whispered something reassuring. I asked if he wanted to get up and walk a bit outside.

“No,” he said. “I’ll be ok.”

Fire

Wed, 20 May 2026, 10:24 AM (-06:00) Creative Commons License

“Is it ok if I play music?” 

The algebra students had just begun the first part of their final exam. I didn’t want to break the silence, but I really wanted music while I graded the last few assignments that had somehow appeared the hand-in box since yesterday. (Funny thing how that happens at this point in the semester.)

They were ok with music, so I turned the volume down a bit, skipped a song once in a while, and sometimes turned the volume back up. 

Clarissa was the first one done. She gave me her paper and sat back down and after a minute or two raised her hand.

“Yes?” 

“Can you turn the music up?”

“Turn it up?” I asked. 

“Yeah. Is this your playlist?” she asked with evident surprise.

I smiled. “Yes… why?”

“Mister, your playlist is fire!”

A Kind of Silence for Sunday

Sun, 10 May 2026, 07:28 PM (-06:00) Creative Commons License

It’s getting down to the 30s up there, he said. It’s just him and Abernathy and the quiet up there in the woods on a chilly evening. There is a fire in the fireplace. 

He sent a photograph. The fading sun on the far side of the lake. Pink sky. Pink, still water. A blue bench for sitting. A place to view the land and to listen to that quiet. A place where we have set ourselves down many times over the many years. He knew well what he was doing when he sent that picture.

“Dang man,” I said.

“Yeah right?”

And that is all that needed to be said.

Silent Sunday

Sun, 19 Apr 2026, 04:11 PM (-06:00) Creative Commons License

#silentsunday

Not So Silent Sunday

Sun, 12 Apr 2026, 04:47 PM (-06:00) Creative Commons License

the Hungarian flag

Ki mint vet, úgy arat. He who sows reaps. 

Hungarian proverb

How about a bit of reaping here now?

Silent Sunday

Sun, 12 Apr 2026, 04:03 PM (-06:00) Creative Commons License

a closeup of a magenta Salvia Greggi blossom after a rain

#silentsunday

Splashdown

Fri, 10 Apr 2026, 07:33 PM (-06:00) Creative Commons License

Integrity splashes down in the Pacific

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