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production-grade reliability layer for VLM web agents

Works in local testing. Breaks in production with real clients. Aliax is the reliability layer that fixes that — before your next incident.

The Steady Hand

Numbered el_N IDs — not pixel coordinates. Retina, iframes, and React hydration handled deterministically.

The Flight Recorder

Automatic failed-state capture to Aliax Inbox. Visual agents finally have Sentry.

The Closed Loop

Failures route to vetted annotators and return as JSON training datasets. Your proprietary fine-tuning moat.

aliax · python sdk

from aliax import Aliax

async with Aliax() as aliax:
    ctx = await aliax.parse_ui(page)
    decision = await your_vlm(ctx.image_bytes, ctx.elements)
    result = await aliax.execute(page, decision)
    # result.ok · result["execution_tier"] · result.get("coords")

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