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Jev Ultrafast: open-source Python browser agent library picks action and target in one request

An MIT-licensed browser agent library rebuilds an indexed element table on each observation and uses one TypeSafe request to choose both operation and target, reducing browser round trips, with a local demo and Python API.

Dan Kornas
@DanKornasArchived 2026.09.30Originally posted 2026.09.29
Jev Ultrafast: open-source Python browser agent library picks action and target in one request
Dan Kornas @DanKornasOriginally posted 2026.09.29
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Browser agents lose time when every decision turns into another browser round trip. Jev Ultrafast is a Python browser-agent repository for builders who want to run goal-driven browser tasks against real web controls. It helps you keep the agent loop lean by building a fresh, indexed table of visible elements for each observation, then choosing a supported operation and target from that state. Key features: • Dynamic action space – refreshes an element table and offers only supported operations and targets • One-request decisions – operation and target heads share the same observed state in one TypeSafe request • Text only when needed – a small LLM writes text only for `TYPE_TEXT` actions • Guarded execution – rechecks page freshness and click occlusion before browser input • Local demo + library API – inspect actions in a local UI or import `Agent` into a Python script It’s open-source (MIT license). Link in the reply 👇

x.com/dankornas/status/2104786730540831191Archived 2026.09.30 10:08