Showing 1-12 of 215 articles
    Integrated System Logic: Synchronizing the Cockpit
    Academy4 min read

    Integrated System Logic: Synchronizing the Cockpit

    Isolated display tests miss integration bugs like time desync and logic mismatches in modern digital cockpits. This post explains cross-layer verification in SIL and how multi-agent orchestration can validate time-aligned behavior across Cluster and CID.

    youyoung-seo
    1/15/2026
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    Adaptive Resilience: Intent-Driven Testing for OTA Cycles
    Thought Leadership5 min read

    Adaptive Resilience: Intent-Driven Testing for OTA Cycles

    OTA updates break brittle, coordinate-based tests in SDV HMI stacks. Adaptive Resilience shifts automation from fixed pixels to functional intent, enabling self-healing execution across layout changes and mixed platforms like QNX and Android.

    youyoung-seo
    1/15/2026
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    Beyond the Visual Surface: Closing the Consistency Gap
    Academy4 min read

    Beyond the Visual Surface: Closing the Consistency Gap

    Why modern software systems can look correct at the UI level while failing internally — and why Cross-layer Verification is emerging as a new standard in the agentic era.

    youyoung-seo
    1/15/2026
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    Top 10 Windows Desktop Automation Tools for 2026
    Academy5 min read

    Top 10 Windows Desktop Automation Tools for 2026

    In 2026, Windows desktop automation is shifting from legacy RPA to agentic AI — computer-use agents that operate across real UIs like humans.

    youyoung-seo
    1/14/2026
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    Beyond Bug Hunting: The Transition of High-Trust QA in Safety Critical Domains
    Academy5 min read

    Beyond Bug Hunting: The Transition of High-Trust QA in Safety Critical Domains

    In safety-critical industries, QA is evolving into a high-trust engineering discipline where human experts define deterministic safety boundaries and AI agents handle execution and traceability.

    youyoung-seo
    1/13/2026
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    The End of QA as We Know It: Why Testing Teams Are Dissolving Into Infrastructure
    Academy7 min read

    The End of QA as We Know It: Why Testing Teams Are Dissolving Into Infrastructure

    QA is not disappearing because quality matters less — it is dissolving into infrastructure. Agentic AI embeds testing into CI/CD and transforms QA engineers into quality architects.

    youyoung-seo
    1/12/2026
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    Top 14 Agentic AI Tools for 2026: A Benchmark-Based Overview
    Academy6 min read

    Top 14 Agentic AI Tools for 2026: A Benchmark-Based Overview

    An overview of leading agentic AI tools in 2026, grouped by Android, desktop, and browser-based agents and grounded in widely used benchmarks such as AndroidWorld, OSWorld, and WebArena.

    Youyoung Seo
    1/9/2026
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    Understanding HMIs and SCADA in Modern Industrial Automation
    Academy4 min read

    Understanding HMIs and SCADA in Modern Industrial Automation

    A breakdown of how HMIs and SCADA systems work, why they are not just simple computers, and why visual automation is becoming essential as these interfaces scale across hundreds of industrial screens.

    Youyoung Seo
    12/2/2025
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    How to Maintain Product Quality After a QA Team Reduction
    Academy5 min read

    How to Maintain Product Quality After a QA Team Reduction

    Your QA team just got smaller, but quality expectations haven't. Learn practical strategies engineering leaders use to maintain high product quality after headcount reductions.

    Youyoung Seo
    11/25/2025
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    How AI and OCR Are Revolutionizing User Interface Testing
    Academy3 min read

    How AI and OCR Are Revolutionizing User Interface Testing

    AI and OCR enable resilient, human-like UI test automation. Discover how AskUI helped Zucchetti transform testing at scale.

    youyoung-seo
    11/4/2025
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    HTML5 Canvas Testing: Techniques, Tools, and Best Practices
    Academy4 min read

    HTML5 Canvas Testing: Techniques, Tools, and Best Practices

    Stop failing to test HTML5 Canvas. Learn how AI vision agents (like AskUI) see inside the "black box" that traditional tools can't.

    youyoung-seo
    11/4/2025
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    The MLOps Guide to AI Deployment: Top Platforms for LLMOps and Agent Orchestration in 2026
    Academy4 min read

    The MLOps Guide to AI Deployment: Top Platforms for LLMOps and Agent Orchestration in 2026

    An MLOps guide to AI deployment. Explore the challenges of scaling agentic AI and the top platforms for LLMOps and agent orchestration.

    youyoung-seo
    11/3/2025
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