Engineering Videos

The AI Engineering Job That Just Got $9 Billion Behind It

Four deployment ventures took roughly $9 billion in four months, because 94% of companies got nothing out of the AI they already bought. What a Forward Deployed Engineer actually does, and what the role pays in India.

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AI Generated Code Is Cheap. Reading It Never Was.

Generated code is dangerous under two conditions at once: you cannot read it, and it has outlived the reason you built it fast. Two tests you can run on code you already shipped.

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AI Writes the Code. You Still Have to Ship It.

Producing code in a layer you do not understand is now trivial. Judging it is exactly as hard as it always was. Where the job went, and what review actually involves.

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Someone Used AI Assistants To Scan My Server For Secrets

Sixteen requests for config files and cloud keys in about four seconds, delivered through OpenAI, Anthropic and Perplexity infrastructure. The person behind them never touched my server.

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Every Developer Should Self-Host Once. Here's Why.

AI can generate an app in a weekend. But can you put it on a blank Linux server, connect a domain, secure it, and keep it alive? What the cloud abstracts away, and what that costs you.

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I've Interviewed 150+ Devs. Here's How the ATS Actually Works.

The resume industry is selling a product built on a myth. What actually happens to your resume after you hit submit, from a certified technical interviewer.

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