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.
Three levers for fewer dependency pull requests: group related packages, schedule updates, and automerge low risk changes. Settings and trade-offs.
Clear between tasks, pick the right model, trim MCP overhead and move procedures into skills. A checklist from Anthropic's cost guidance, with the reasons.
Ten habits from Anthropic's docs that cut Claude Code token use: clear between tasks, pick the right model, trim tools and write specific prompts.
If your pipeline is down or untrusted, can you still ship a fix? Plan what to keep in code, how to deploy by hand safely, and how to rotate secrets after.
Not every change needs a full review. Here is how to tell which releases change your attack surface and warrant threat modeling, using OWASP guidance.
Walk through a Gold package page: risk badge, Gold checklist, health grade, dependencies and install line, and which parts to trust and check first.
Reflection, dynamic loading and callbacks hide calls from static analysis. Learn what that means for a not reachable verdict and how to cover the gap.
Scorecard's Branch-Protection check is tiered and truncates your score if a lower tier is missed. See what to enable on GitHub and in what order.
For questions about your own code, retrieval usually beats fine-tuning because code changes daily. Here is how to decide, and when to combine both.
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