Industry Analysis
Can an error budget idea work for security risk?
The reliability error budget gives teams a shared limit instead of an argument. See how a similar risk budget might work for security, and where it breaks.
Oct 19, 20264 min read
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Supply Chain Security, in plain English.
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.
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Build integrity terms for leadership: eight words explained in a line
A one page glossary for non-engineers: provenance, attestation, SBOM, digest, reproducible build, ephemeral build, transparency log and builder identity.
Oct 19, 20264 min read
Industry Analysis
BDFL, meritocracy or liberal contribution: what governs your dependency?
Open source projects usually follow one of three governance models. What each means, and which continuity risks a consumer should check for each.
Oct 19, 20264 min read
Industry Analysis
Are game assets just data? Myths and facts about packs and plugins
Five myths about asset packs, bundles and engine plugins, checked against Unity, Godot and Unreal documentation, with what to do instead of trusting them.
Oct 19, 20264 min read
Industry Analysis
AI security coverage claims: five myths and what is actually true
Five common claims about AI security coverage, from 'we scan models' to 'we cover MCP', and what to ask so the answer becomes something you can verify.
Oct 19, 20264 min read
Industry Analysis
AI in security tools: which buyer beliefs are myths?
Seven common beliefs about AI in security products, checked against what a buyer can verify: accuracy, autonomy, data, and the claim that more AI is better.
Oct 19, 20263 min read
Industry Analysis
AI-generated code myths vs facts: what security teams should believe
Five common beliefs about AI-written code in production, checked against primary sources: copyright, license matching, review, and who is accountable.
Oct 19, 20263 min read
Industry Analysis
A vulnerability turns up a month after launch. What does the agency do?
A step by step response when an advisory hits a client site after delivery: confirm exposure, decide who acts, patch, and tell the client plainly.
Oct 19, 20263 min read
Industry Analysis
A company opened pull requests on thousands of repos. How should I respond?
How a maintainer can handle a mass campaign of automated security pull requests: judge each on its merits, reply once, and use interaction limits if needed.
Oct 19, 20264 min read
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