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4 changes: 2 additions & 2 deletions README.md
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**Self-learning browser infra for AI agents.**

WebCMD learns the navigational context of websites as agents use them, then compiles that knowledge into deterministic commands for faster, cheaper, more reliable browser automation. The goal is simple: stop making agents rediscover the same sites on every run and cut browser-agent token spend by up to 90%.
Webcmd learns the navigational context of websites as agents use them, then compiles that knowledge into deterministic commands for faster, cheaper, more reliable browser automation. The goal is simple: stop making agents rediscover the same sites on every run and cut browser-agent token spend by up to 90%.

On top of live browser control, WebCMD adds 3 layers of learnings. Each layer collapses cost and variance for the layer above it.
On top of live browser control, Webcmd adds 3 layers of learnings. Each layer collapses cost and variance for the layer above it.

| Layer | Scenario | What Webcmd Helps With |
| --- | --- | --- |
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