buildOne report1 publisher GitHub's global advisory database lacks 195 of 618 advisories that self-hosted AI projects published
Munim, Inc.'s census of 30 self-hosted AI projects found 195 of 618 maintainer advisories missing from GitHub's global database under their own IDs. Dependabot and pip-audit read that database. The author infers OSV tools share the gap, and his direct OSV sweep is still running.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+15
- Incentives35
- Confidence60
buildOne report1 publisher Four September n8n advisories come back 'not found' on OSV.dev and GitHub's database
Two of n8n's three September advisory batches, at least 26 advisories in all, have no CVE IDs, a dev.to post reports. A green scanner report on a self-hosted instance says little until someone checks the version by hand.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+20
- Incentives45
- Confidence40
buildOne report1 publisher OSV.dev returned 'not found' for five vLLM advisories that 0.31.0 fixes
vLLM published more than 30 security advisories on GitHub between 12 September and 9 October, most without a CVE ID, a dev.to author reports. The author's five OSV.dev lookups came back empty, so a clean scanner run says little about any server below 0.31.0.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+20
- Incentives40
- Confidence45
Homebrew rated the unsigned cask removal metadata path High and closed it back in 6.0.12. The 7.0.0 upgrade adds one Moderate sandbox escape through LaunchServices, plus a scanner for installed formulae.
Reality
- Evidence68
- Adoption32
- Hype gap+12
- Incentives38
- Confidence74
buildOne report1 publisher Homebrew stops shipping Intel bottles 353 days before its 2027 cutoff
Version 7.0.0 adds a brew vulns command that checks installed packages against OSV.dev and Homebrew's own advisory records. The same release drops Intel macOS 11 and later to Tier 3 and stops building bottles for it.
Reality
- Evidence58
- Adoption30
- Hype gap+10
- Incentives52
- Confidence66
buildOne report1 publisher Merging two green branches erased a HIGH-severity fix from package.json
A developer spent a week on an agent that bumps vulnerable dependencies and repairs the breakage, and the repairs were the easy part; his log of how each failure reported success while being wrong is the useful artifact.
Reality
- Evidence48
- Adoption10
- Hype gap−15
- Incentives55
- Confidence55