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Home / Insights

Insights.

Practical notes on building secure AI and cloud systems in high-stakes environments.

Replacing package dependencies to own your code

Supply-chain attacks forced the issue, but owning your code was always the goal. With the right guidance, AI finally makes it achievable.

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Hiring juniors and teaching the fundamentals

We hire the brightest minds over the longest resumes and teach them the old ways. Early AI adoption made that look outdated. We think it made it essential.

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Dogfooding our internal AI tools

We build our AI development platform with the platform itself. Here is what that dogfooding actually looks like, from the agent loop to the token ledger.

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