Why CVE Counts Are Wrong
Counting vulnerabilities is not the same as measuring risk. A reachability-first view of a real image, with the graph evidence to back it.
How we keep a security product honest: deterministic fixtures, seeded regressions, kernel-level runners, and the evidence behind every claim. No fluff, just what we built and what it caught.
CVE-2026-42533: a pre-auth heap buffer overflow in nginx's HTTP script engine. We reproduced the crash on 1.31.2 and verified the 1.31.3 fix end to end.
CVE-2026-50006 turns SQLite ATTACH DATABASE into an unauthenticated file-write primitive in anyquery server mode. We reproduced it and verified the 0.4.5 fix.
WordPress 7.0.2 fixes a batch REST index-misalignment bug that let a raw string skip schema coercion and reach an unauthenticated SQL injection sink in WP_Query.
Grafana OnCall's v2 install endpoint ships with auth off, minting a plugin token to any anonymous caller; a second flaw grants Admin. We verified the fix.
Groundzero is Emphere's research lab for automated security validation: real kernels, sandboxed exploit ranges, preserved artifacts, and agentic loops that make testing, exploitation, and remediation more exact over time. This is the story of building it, including the parts that broke.
A security tool cannot be tested like a normal CLI. We built a standing assurance platform around deterministic fixtures, real-kernel runners, preserved artifacts, and red runs that prove the system can fail loudly.
Counting vulnerabilities is not the same as measuring risk. A reachability-first view of a real image, with the graph evidence to back it.
If the feed moves under you, your results are not reproducible. How we pin the database so repeated runs produce identical, provable output.
Matched fixtures that prove a finding is real, not theoretical, by exercising the path on a vulnerable build and confirming the patch closes it.
An AI evaluator that reads deterministic reports and cites them — and the hard line that keeps a probabilistic system from ever becoming the oracle.