Roadmap
From finding flaws
to preventing them.
Today HOG3 finds how attackers would break in. Next, it helps you close those gaps faster, and then spots them before they exist.
Continuous autonomous pentesting
HOG3 attacks your systems around the clock, chains vulnerabilities together and shows the real business impact.
- Always-on autonomous testing
- Chained attack paths, not lists of issues
- Reproducible evidence for every finding
Fix prompts and one-click retest
Every finding comes with a ready-made prompt you can hand to your coding agent. Once it's fixed, click retest and HOG3 confirms it and marks the issue done.
- Copy-ready fix prompt per finding
- One-click retest
- Mark issues done once proven fixed
Your agents talk to HOG3 directly
Your coding agent can ask HOG3 to run a test or a retest by itself. When the fix holds, HOG3 marks it done automatically. No human in the loop needed.
- Agents request tests and retests
- Automatic close-out when the fix is proven
- Fix, verify, close in one loop
Fixes sent as pull requests
Connect GitHub or your CI/CD pipeline and HOG3 sends the fix as a pull request. Your people or your agents review it and merge.
- GitHub first, more tools after
- Reviewed by humans or agents on your side
- HOG3 knows dev from production: it retests on dev, then confirms again on production
Attack forecasting
From everything our research gathers, HOG3 simulates attacks and predicts where your systems are likely to fail, before the mistake happens. You get a warning, a guardrail to put in place, and the business impact if it goes wrong.
- Flags high-risk weak spots early
- Suggested guardrails to prevent the mistake
- Business impact if it happens anyway
Plug in HOG3. Nothing left to find.
The end goal: HOG3 identifies vulnerabilities and fixes them, forecasts the ones that don't exist yet and fixes those automatically — a world where external attackers simply have nothing to hack. We're working toward it by July 2027. That means watching the dark web and vulnerability marketplaces so what's being traded gets bought and closed before it's used, going to the extreme of the extreme to keep customers safe, and standing behind the outcome with a guarantee we're building toward.
- Find, fix, forecast — the full loop runs itself
- Dark-web and vulnerability-marketplace watch: threats bought and closed before they're used
- Going past what any in-house security team can do, every hour of every day
- A HOG3 guarantee we're working toward — if it breaks despite us, we make it right
Want to shape what we build next?