Software that watches the noise and tells you what matters.
Two products shipping · one in development
We build instruments for the streams nobody has time to read. You set the rules that decide what surfaces — and every result opens up to show its working.
Small tools, built to one principle.
Each one watches a different stream. None of them will decide something on your behalf without telling you why.
Somebody else's algorithm decided what you'd see today.
A cloud monitor scores your machine against an average you've never read. A news app ranks your morning by what keeps you scrolling. Both hand down a verdict and hide the reasoning. An unexplained verdict is just a rumour with a UI.
Your baseline, your weights
Monitor learns what normal looks like from your machine's own history. NEXUS ranks by topic weights you rate yourself. Neither ships an opinion you didn't ask for.
Every result opens up
Click Investigate on a flagged connection and the exact heuristic that fired is right there. In NEXUS a story's position is simply the weight you gave its topic. There is no second, hidden score.
The AI explains, it never decides
Selection is deterministic in every product we ship — maths decides, and it's maths you can audit. The model's only job is turning a finding into a sentence you can act on.
Rules you can see, against rules you can't.
Not "we use AI" — everyone says that. The claim is narrower and harder to fake.
AROK
- +You set the weights — your baseline, your ratings
- +Every flag names the heuristic that fired
- +Ranking is deterministic and reproducible
- +No engagement signal anywhere
- +No account, no sign-in, no identity to leak
- +Source is MIT and auditable
The usual arrangement
- −Weights tuned by someone whose incentives aren't yours
- −A risk score with no way to ask why
- −Ranking that changes silently between sessions
- −Optimised for time-on-site, not usefulness
- −Account required, breach surface created
- −Your process list uploaded for "analysis"
surfaces
channels
required
algorithms
Built paranoid, on purpose.
Yes. No paid tiers, no ads, no upsells. AROK Monitor is open source under MIT and funded only by optional, clearly-disclosed Amazon affiliate links inside its Hardware Upgrades tab — if you never open that tab, it costs nothing and sells nothing. NEXUS is free with no monetisation in it at all.
In AROK Monitor, no — metrics, history and AI inference all stay on your machine, and the local server binds to 127.0.0.1 so nothing is reachable from your network. NEXUS is a hosted web app, so it necessarily fetches stories over the internet; what it doesn't do is build a profile of you.
You do. You rate eleven topic channels from one to five stars, and stories are ordered by those weights against how recently they published. No click tracking, no dwell-time model. Drop a topic to one star and it sinks permanently, until you change your mind. Severe-weather alerts are the single deliberate exception.
No. AROK Monitor has no sign-in of any kind — unlicensed installs run as Personal Use with full functionality. NEXUS opens and works immediately. The only optional exception is the once-daily NEXUS email digest, which needs an address to send to and nothing else.
That is the point of the whole thing. In Monitor, every finding exposes the heuristic behind it, and the codebase is MIT on GitHub if you'd rather read the source than trust the interface. In NEXUS, verification is simpler still: change a topic's rating and watch the order change.
Nothing to sign. Nothing to lose.
Both shipping products are free and open source. Install one in under a minute, or just open NEXUS and read something worth reading.
Monitor: free, MIT, Windows 10/11. NEXUS: free, any browser, nothing to install.
As an Amazon Associate, AROK earns from qualifying purchases made through links in the Upgrades tab. · github.com/srwim