Security for the AI era · Businesses & local government
We help growing businesses and local government stay protected anyway.
In April 2026, Anthropic's Project Glasswing pointed a frontier AI model at the software that underpins the internet. Within weeks it surfaced more than 10,000 high-severity vulnerabilities — including flaws that had survived 27 years of expert review. Harbor Link builds security that holds even when the patch can't come fast enough.
The shift
For twenty years, security meant: wait for the announcement, get the patch, schedule the window. That worked because finding flaws was slow.
In 2026 it stopped being slow. Industry analysts put it plainly: the bottleneck in cybersecurity has moved from finding vulnerabilities to absorbing patches. If billion-dollar teams can't absorb the volume, a lean IT shop can't either.
The answer isn't patching harder. It's building systems where one unpatched flaw can't take down everything.
Discovered by AI across partner systems in the program's first weeks — not years.
The same libraries running inside the software your agency uses every day.
These aren't false alarms — the findings hold up under expert review.
Maintainers can't keep up. That gap is where defenders now live.
What AI actually found
OpenBSD has a reputation as one of the most carefully audited operating systems in the world. This vulnerability survived nearly three decades of expert review. AI found it in weeks.
FFmpeg handles video inside countless applications — browsers, camera systems, meeting-room gear. Systems everywhere run it without knowing it's there.
The model found multiple Linux kernel vulnerabilities and chained them together on its own — work that used to take expert teams days or weeks.
The uncomfortable part
The same AI that industry leaders now use for defense is broadly available. The window between discovery and exploitation is collapsing, and monthly or quarterly patch windows weren't built for that world.
"AI capabilities have crossed a threshold that fundamentally changes the urgency required to protect critical software."
"The window between a vulnerability being discovered and being exploited by an adversary has collapsed."
"In the past, security expertise has been a luxury reserved for organizations with large security teams."
What it means for local government
A city running quarterly patches isn't behind schedule — it's operating with a playbook from a different era.
The question isn't "how do we patch faster?" It's "how do we stay protected when we can't?"
Can't take surprise downtime — and can't afford surprise compromise either.
Legacy systems, public-facing services, and sensitive data — often on one flat network.
Two-person IT shops with procurement rules and budgets that don't stretch to enterprise tooling.
The Harbor Link approach
Not a 400-page scan report — a clear picture of which systems are actually reachable, exploitable, and connected to what matters.
Segment networks so a compromise in one system stays in one system. A flaw in a lobby kiosk shouldn't reach dispatch.
Pre-approved playbooks that isolate an affected machine in minutes — not after Tuesday's change-control meeting.
Risk-based prioritization so limited maintenance windows go to flaws that are actually exploitable in your environment.
Hardware refreshes, procurement-friendly quoting, and roadmaps that fit real municipal budgets. No enterprise minimums.
A 30-minute conversation about where you actually stand. No scan-and-scare, no obligation.
Schedule a conversation