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AI & ML

The Advice Was "Build on Unique Data." Mine Was a House.

A response to Marina Wyss's How I'd Learn Machine Learning in 2026, from someone who arrived at the same checkpoints from the construction side. Marina Wyss wrote that piece and the part that stopped me was not the curriculum. It was her argument that a hiring manager is not looking for evidence th

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Security

How I Used Bitwarden to Securely Share Hashnode Login Credentials

As I continue learning and working in the tech field, I have been learning not only how to build websites and applications, but also how to handle account credentials securely. Recently, I was introduced to Bitwarden, a password manager that can also be used to securely share sensitive information.

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AI & ML

Harness Score 1.6.4: Safer Scans, Broader CI, and Trustworthy Docs

AI coding agents do not work in a vacuum. Their results depend on the context files, rules, skills, hooks, tests, CI pipelines, and safety controls that surround the model. That surrounding system is the harness: the part of an agentic workflow that a team can actually design, version, test, and imp

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Cloud

There Are Only Two Ways to Make Money in Software.

my team builds AI infrastructure, so yes, i have a horse in this race. the horse shows up at the end, clearly labeled. the history comes first, and the history is free. jim barksdale, back when he ran netscape, said the only two ways to make money in software are bundling and unbundling. people qu

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DevOps

Monitor and log to find high load process?

Is there a light weight tool to monitor and log very high load processes? About once a week for the past couple months my RockPi4 gets extremely high load and stops responding to even SSH login requests. I'd like to run something on that same machine that will log what is generating that load. It do

Reddit r/selfhosted
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Security

That Time Someone Exploited a Git Hook to Root Your Homelab

That Time Someone Exploited a Git Hook to Root Your Homelab You know how it is—you spin up a self-hosted Git instance, maybe Forgejo or Gitea, and you're feeling good about having your own GitHub alternative. Then you forget about it for a while. That's usually when something bad happens. Someone

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