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#engineering-leadership

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Senior & Staff Engineer Resume Architecture: How to Pass Both ATS Keyword Filters and Hiring Manager 6-Second Scans

Every week, qualified Senior (L5) and Staff (L6) software engineers get filtered out or down-leveled during initial resume screens. In our audits at Smart Resume Analyzer, resumes usually fail for one

9 min readresume-ai.hashnode.dev

Sai Ram KothaOct 17

AI Writes the Code Now. The Engineer's Job Is Knowing What to Refuse.

Reviewers now judge intent, not every line. What the engineer's job becomes when an AI agent writes the code, with sources from Anthropic and Medium.

5 min readsairamkotha.hashnode.dev

VGD Technologies Pvt. LtdSep 29

Custom Software Development in the AI Era: A Decision Framework for Engineering Teams

A practical framework for engineering leaders: when to build custom software, how AI changes the calculus, and where teams get it wrong.

5 min readvgdtechnologies.hashnode.dev

Peesh ChopraSep 22

Who Owns AI Security When You Don't Have a Security Team

Most AI startups have no one formally responsible for security. Here's a practical framework for assigning ownership before it becomes a problem.

6 min readpeeshchopra.hashnode.dev

Jason VertreesSep 18

Resolving a Council of Independent AI Reviewers into a Single Decision

Running multiple frontier LLMs in parallel to evaluate prompt pipelines, codebases, or architectures is straightforward. The hard part is reconciling their outputs. When three independent agents—such

7 min readjvertrees.hashnode.dev

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Danny CrastoSep 13

Be the idiot

ask questions Kirill's article on asking the dumb questions is a good read. The linked Simon Sinek video is an apt anecdote at the end. The military's core tenet of avoiding miscommunication is achiev

1 min readblog.danwald.me