qa-automation

2 posts with the tag “qa-automation”

AI agentic vs deterministic visual automation in 2026: what's actually true

Jun 18, 2026

OculiX 3.0.4 vs AskUI in 2026 — a factual breakdown of AI agentic vs deterministic visual automation. Seven misleading claims corrected, plus the pricing math that explains why per-inference billing breaks at QA scale.

Rebuilding DOMAutopsy in four hours, and the five things AI couldn't decide

May 18, 2026

Julien Mer

OculiX maintainer · QA Architect

A 4-hour Claude Code session refactored DOMAutopsy from a desktop tool to a web-streaming runner. AI shipped about 4000 lines. Here are the five architectural calls it couldn’t make.