Why we built this: OpenClaw is great, but it has a 2-hour setup tax (Node.js, gateway config, skill vetting). Most people never make it past npm install. We wanted zero setup.
The technical problem we solved: Desktop automation usually relies on screenshot + LLM vision. The problem: LLM vision gives wrong coordinates, especially on high-DPI displays. On a Retina Mac, "click at (523, 412)" might be off-screen because of 2x scaling.
Our approach: - DOM injection (live webpage elements with native coordinates) - A11y tree snapshots (native app UI, pixel-perfect) - Screenshot as fallback (only when needed) - JavaScript reads window.devicePixelRatio, eliminates coordinate guessing
Result: ±2px accuracy instead of ±50px. It actually works.
The workflow: Phone: "automate my expense report filing" Agent Pro: Figures out what you need → Runs it on your desktop → Sends result back to phone You: Get confirmation in ~30 seconds
No servers running on your laptop. No daemon crashes. No "did my Tailscale tunnel drop?" Cloud-managed, syncs across all your devices. (Agent runs on your PC but memory is stored with your account, we can never see it)
Technical highlights: - Hierarchical perception (DOM > A11y > Screenshot > Blind mode) - Lane queue system (serial by default, prevents race conditions) - Reflection engine (detects loops, forces strategy pivots) - API failover (Grok + MiniMax with health tracking) - MiniMax vision pipeline (text-only M2.5 → vision analysis via minimax-01 → structured JSON) - DPI/multi-monitor support (native coordinate space, no scaling guessing)
What we didn't do: - We don't have 5,700 skills like OpenClaw (that's OpenClaw's strength) - We didn't build a 23-channel gateway (not our use case)
What we did do: - Made it work out of the box (sign in, done) - Made it accurate (DOM extraction > screenshot vision) - Made it mobile compatible (phone control is the whole point, can still use via desktop tho) - Made it non-flaky
We're launching soon for Cleer users. Happy to answer questions.
https://solnetex.com