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.
Coding agents now run in terminals, editors, desktop apps and the browser. A decision guide on which surface fits which job, and what changes for safety.
How Sysmon configuration files filter events with include and exclude rules, how AND and OR logic works, and a safe way to roll out a config.
Model generated data can bootstrap fine-tuning, but it carries risks. What Self-Instruct and Phi-1 showed, and what the model collapse paper warns about.
Which fields belong on every structured log line: when, where, who, what, outcome and a correlation ID, with a starter schema you can adopt today.
Ask LLM triage for a fixed JSON shape and validate it in code. It speeds review, keeps surprising output away from other systems, and logs cleanly.
Push protection blocks pushes that contain secrets and lets you fix them first. How repository and user protection differ, and what bypasses are logged.
A cryptographic inventory is the first step CISA lists for post-quantum readiness. How a small team can start one in a week with a spreadsheet and a grep.
Old feature flags add untested code paths and risk. Use removal tasks, expiry dates and flag caps to keep the count under control.
FIDO backed SSH keys keep the private part on a hardware token, so a copied key file is useless alone. How they work, how to create one, and limits.
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