Are LLMs Really Making Developers Worse at Learning?

It's a widely held idea that learning is linked to memory. Reflecting on the years before LLMs, I have to confess: I didn't really remember a thing.When I started out as a coder, memory was everything. Memory, repetition, and a rapid feedback cycle. This is how I...

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How to Evaluate an AI-Generated Literature Review

How to Evaluate an AI-Generated Literature Review

If a report has all the expected sections and reads smoothly, does that make it a high-quality academic literature review? Not necessarily. A tidy structure and polished prose do not establish that the report has covered the core literature or accurately represented...

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Automating Technical Debt Triage in Enterprise Codebases

The iceberg beneath your code Every software team, no matter how skilled or disciplined, accumulates technical debt. In mature enterprise codebases, this debt is less like a pile of overdue tasks and more like an iceberg — a small portion is visible above the...

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How Fast Can DeepSeek Run on 8GB VRAM?

So we left with an answer to a question but many more questions to answer, which is good for curious people. If 3.5 tok/sec is not the wall, what is? Are you telling me that on 8GB of VRAM and 24GB of RAM, with disk streaming, you can use DeepSeek? What is the maximum...

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Why Domain Intelligence APIs Need an “Unknown” State

Disclosure: I’m Esteve Castells, the maker of DomScan. Domain intelligence often enters an application as a simple question. Is this domain available? Does this DNS record exist? Is an email security control configured? Did a public identity signal appear on the...

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I Have Two Testers for my App. One of Them is my Wife

As I’m sipping from my Mojito on the French Riviera, I’ve decided that it’s about time to inform my readers about how I’ve managed to go from a wannabe indie app dev to making enough money to retire on my own yacht and sail into the sunset on the crystal clear waters...

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Why leaders struggle with negative feedback

Years of psychological research show that leadership—the ability to coordinate collective human activity to turn a group of people into a high-performing team or unit—can be effective only if leaders are capable of providing people with constructive feedback. This...

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