Analysis · curated 1 Aug 2026
The Attacker Never Sleeps, Neither Can Your Testing
First reported snyk.io
Coverage timeline
Single-source analysis — first reported, latest, and curated coincide.
Why it matters
Snyk's analysis frames how AI-capable, 'never-sleeping' attackers change the defender calculus by making previously-ignored low-severity backlog vulnerabilities exploitable at scale, a shift defenders must factor into testing cadence.
Snyk's Manoj Nair argues in an opinion piece that frontier reasoning-grade AI models have removed the human time and cost constraints on attackers, letting adversaries reason about applications at machine speed and weaponize entire vulnerability backlogs. The post cites Five Eyes warnings and Anthropic's disclosure of a state-sponsored group that used its models to run most of a live espionage campaign, framing the risk as a growing 'trust gap' between AI-generated code and testing capacity.