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Cartoon of a calm figure in a dark suit sitting for an interview, with a wall of hundreds of unlabelled filing drawers behind it.

The Query Optimizer Interview: Twenty Minutes, No Hints

October 21, 2026
Pinal Dave
SQL Performance
Best Practices, Developer, SQL Performance, SQL Server

The query optimizer sat down for twenty minutes and answered for itself. Why it ignored your index, why one procedure gets a plan built for the wrong caller, what it does when it cannot see your value, and the moment its own plan admits it stopped looking.

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Illustration of a person seen from behind in a dark corridor, holding a folder, looking through wired glass into a lit meeting room where four other people are using it.

The Understudy: A Story About the Human in the Loop

October 20, 2026
Pinal Dave
AI
AI, Best Practices, Developer, Professional Development

Fiction. The understudy is the person paid to stay ready. Every night a system settles millions of payments in seconds. Four times a year one person does the same work by hand, on paper, against the clock, so that the ability to do it still exists somewhere in the building.

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Ink spot illustration of an opened letter lying flat with a brass letter opener across one corner and a glass inkwell beside it.

The SQL Advisor: Seven Answers, All Measured

October 19, 2026
Pinal Dave
SQL Tips and Tricks
Best Practices, Database, Developer, SQL Server

The SQL Advisor answers seven letters with measurements instead of opinions. Table variables, what each index costs on insert, shrinking after a big delete, SELECT star, ORDER BY in a view, heaps, and whether the order of your WHERE predicates matters.

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Profile card for PAGEIOLATCH_SH. Blamed for slow disks. Actually means the query is waiting for a page read to finish. Caused by scattered reads on a cold cache. What to do: look at the access pattern before you blame the storage.

Know Your Wait Types: Six Profiles, All Induced

October 16, 2026
Pinal Dave
SQL Performance
Best Practices, Developer, SQL Performance, SQL Server

I caused six wait types on purpose, one at a time, and measured each one for a single session. What each is blamed for, what it actually means, and the numbers it produced on SQL Server 2025. Wait types are the most misread figures in the product.

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Figure from chapter three, a two by two grid with sounds sure and sounds unsure across the top and right and wrong down the side, with the sure and wrong square marked as the danger zone.

Why AI Sounds Confident When It’s Wrong

October 15, 2026
Pinal Dave
AI
AI, AI Book, Best Practices, Career Advice
Part three of ten. A wrong answer from a model sounds exactly like a right one. That single fact explains most of the damage AI does at work. Here are five interview answers that prove you already know it. Look at that grid for a second. Three of those four…
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Cutaway illustration of a factory line from IN to OUT, a dozen small hand cranked stations, and one station carrying an enormous chrome motor lettered NEW MOTOR.

AI Productivity Gains Went Up and Nothing Shipped Faster

October 13, 2026
Pinal Dave
AI
AI, Best Practices, Developer, DevOps, Software Development

AI productivity gains went up on every dashboard, and the release notes are the same length as last year’s. Writing code was never the constraint. Speed up one station and you get a taller pile in front of the station that is. Here is how to time your own line.

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Painted illustration of an empty meeting room, chairs pushed back from the table, one glowing laptop and a cold cup of coffee, with an old sprint plan still on the whiteboard and DO NOT ERASE written in the corner.

Tribal Knowledge: Nobody Left to Ask

October 12, 2026
Pinal Dave
AI
AI, Best Practices, Database, Developer

Tribal knowledge is the part of the job nobody writes down, and it leaves when the person leaves. I sat with a team that could not tell me whether they were allowed to change four lines of billing code. The assistant at the end of the table had read every line and could not say why those lines were there.

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