#deep-dive
Every post tagged "deep-dive".
107 posts · showing 81–90
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Who's Genuinely at Risk, and Why It Isn't About Seniority
The assumption is juniors are exposed and seniors are safe. The real variable is production versus judgment — which leaves some senior engineers in the exposed column and some juniors out of it.
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The Fear Is About Identity as Much as Employment
Push past "will I have a job" and something else surfaces: the thing you spent a decade becoming excellent at is now less scarce. That's a different problem, and it answers to different things.
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What Actually Got Automated Away in Previous Software Waves
"Automation always creates more jobs" is too coarse to use. What each previous wave specifically removed — and what it left — is a much sharper predictor, and this wave's profile mostly matches.
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The Engineer Got Faster and the Team Got Smaller — Both Are Happening
The optimists and the pessimists are both describing real observations from different rooms. One variable decides which room you're in — and it isn't model capability.
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Cheaper Software Means More Software: The Demand Argument
Every previous drop in the cost of building software increased the number of builders. The mechanism is real and depends on one condition — which you can check in your own organization's backlog.
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Why 10× Productivity Doesn't Mean One-Tenth the Engineers
The arithmetic is clean and both halves are shaky: the multiplier applies to a fraction of the job, and the conclusion only follows if the amount of software anyone wants is fixed.
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The Parts of Your Job an Agent Can't See
The code, the tests, the tickets — that sounds like most of the job. What's missing is why the system is shaped this way, what's about to change, and what the requester meant rather than wrote.
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"Will AI Replace Engineers?" Is the Wrong Question — Ask Which Tasks
Jobs don't get automated whole — task bundles get rewritten around whatever became cheap. Two questions sort your week into what's exposed and what isn't, and the answer is often uncomfortable.
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Which Agent Alerts Should Wake Someone Up?
An agent can be green on every service metric while doing the wrong work at ten times the cost. One rule sorts the alerts — and the highest-value one is the one almost nobody has configured.
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How Many Eval Cases Do You Actually Need?
18/20 versus 19/20 is not an improvement — it's noise wearing a number. What your suite size can and cannot detect, and the paired design that makes a hundred cases behave like seven hundred.