Why does an AI assistant get the pip install name wrong?
Assistants often copy the import name into a pip install line. Learn why the two names differ and how to confirm the right package before you install.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Assistants often copy the import name into a pip install line. Learn why the two names differ and how to confirm the right package before you install.
Assistants often add a new package without noticing one you already use. Learn how duplicate libraries creep in and how to catch them in code review.
If an AI agent deleted and rebuilt your lockfile to fix an error, every pinned version may have moved. Here is how to see what changed and what to keep.
A short, correct AES-256-GCM example for Node.js: random key, fresh 12 byte IV, auth tag handling, storage format and the mistakes that break it.
Add three or four security measures beside the five DORA metrics, per service, with the same time window. Which ones, how to define them, and what to skip.
Ship a dependabot.yml in your service template so every new repo gets update pull requests from day one. Steps, fields to set and mistakes to avoid.
A one click useful or not useful signal on security comments gives you a real false positive rate by rule. Here is how to collect it and act on it.
Add a short SECURITY.md that says which versions are supported and how to report a vulnerability. A template, a checklist, and what to avoid promising.
A short guide to choosing between a third-party library and your own code, based on size, risk domain, churn and how easily you could swap it later.
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