Insights
Notes on hiring engineers.
Why we are better than legacy agencies, how matching should work, and what “AI-native” is supposed to mean.
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September 29, 2026
How to choose an auto apply tool
A checklist for comparing auto apply tools without reading a dozen landing pages. Each question has an answer to look for and the answer Advant gives.
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September 29, 2026
Do AI résumés and cover letters give you an advantage?
Writing is cheap now, so every application reads well. Here is what the studies found about what that did to signals, screeners, and who gets hired.
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September 29, 2026
Does auto apply work? What it fixes and what it doesn't
Auto apply removes the form filling and nothing else. Here is where that helps an engineer's job search and where it makes things worse.
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September 29, 2026
How to automate job applications without spamming anyone
Automate the data entry, keep the judgment. A working order of operations for an engineer who wants to apply to more of the right roles.
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September 29, 2026
Is auto apply safe? Bans, duplicate applications, and bad answers
Auto apply carries three separate risks. One is to your accounts, one is to your reputation with employers, and one is to your data. Here is how to tell them apart.
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August 28, 2026
What “AI-native” actually means
It is not a chatbot on a careers page. It is building the agency so matching is the system, not a feature bolted on later.
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August 20, 2026
How Advant thinks about matching
Retrieval, ranking, and a human who can read the work. That is the whole system, even before the embeddings land.
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August 12, 2026
Why SWE recruiting is broken
Keyword filters, spray-and-pray outreach, and JDs that read like a wishlist. The process was built for a different kind of work.