What it does
Prices and dates go through deterministic constraints, and an answer is located on the page rather than composed. Reusing the connection cut a decision from 1,066 to 349 milliseconds.
Browser & computer use
Lizard
A browser agent with no LLM in the loop: code turns the page into a closed set of actions and Jev decides the next one, its target, and whether the task is done.
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How you can use it
Your developer can adapt these Python scripts to automate website tasks. For example, it can search a store for a specific product. The tool lists the visible buttons and links. It then asks an outside AI service called TypeSafe to pick the next step. This requires a TypeSafe access key.
The program compares prices and dates directly instead of asking the AI. It stops automatically if a website shows a security check. The tool only picks from real items on the screen. It cannot try to click a button that does not exist.