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A 1x1 vector infographic with a light blue technical grid background, visualizing critical failure points and solutions for complex software quality engineering projects. The center displays a technical data pipeline leading to a large brain icon with 'Contextual Injection'. This pipeline maps out connections to a human 'Tester' team on the left (linked to Strategy, UX Silos, Data Discovery Gaps) and a sophisticated 'AI Agent' robot on the right (linked to Automated Regressions, API Test Gaps, Anomaly Detection). The workflow connects various data inputs like an Enterprise Knowledge Base, MCT Knowledge Base, and Context Management Tools. Below the main pipeline, the bottom panel compares project outcomes: a confused developer facing generic non-functional code (Left: Before, Prompt limits) versus a collaborative human-robot team achieving structured product-ready code (Right: After, Enterprise Synergy), highlighting the 'Fixing the Process' transformation. The entire graphic uses a modern blue, teal, and gold technical illustration style.

Why Test Automation Projects Fail (And How to Avoid It) | MCT Test Automation Why Test Automation Projects Fail (And How to Avoid It) ทำไมหลายองค์กรล�

A 1x1 futuristic infographic titled "The Future of Quality Engineering in the Age of Continuous Change". It features a multi-tiered cybernetic tower over a modern city skyline. At the top of the tower, two human software engineering professionals and a humanoid AI robot collaborate over an illuminated "Integrated QA Strategy" interface. The structure's central vertical column serves as a "Knowledge Core" showing a data flow from Context Engineering, RAG Retrieval, AI-Assisted Analysis, to Validation. The left side highlights automated components in glowing teal, while the right side focuses on human-centric testing assets in glowing gold.

June 30, 2026

ai-testing DevOps digital-transformation quality-assurance quality-engineering

Automated Functional Test Blog News

The Future of Quality Engineering in the Age of Continuous Change

The Future of Quality Engineering in the Age of Continuous Change | MCT Quality Engineering The Future of Quality Engineering in the Age of Continuous Change เมื่อคว�

Description: A cinematic 1x1 square blog thumbnail infographic addressing the debate: "Will AI replace software testers?" (AI จะมาแทน Tester ได้จริงไหม?). Header: Features the bold Thai question at the top with a clean gradient. Composition: A stark vertical split-screen with a professional female software tester standing in the center from a back-view perspective, holding a tablet. The Human Side (Left): Set against a bright, modern corporate cityscape with a glowing golden path. Floating neon holographic circles highlight core human testing advantages: Human Intelligence, Critical Thinking, and UX Testing. The AI Side (Right): Set against a dark cybernetic wall filled with glowing digital matrix code and a futuristic sleek robot. Floating neon circles highlight machine testing capabilities: Automation, Regression, and Speed.

June 30, 2026

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Automated Functional Test Blog News Performance Test

AI จะมาแทน Tester ได้จริงไหม?

AI จะมาแทน Tester ได้จริงไหม? บทบาทใหม่ของ Software Tester ในยุค AI | MCT AI & Quality Engineering AI จะ

June 12, 2026

Engineering error-418 im-a-teapot Load-test performance

Blog News Performance Test

กดบัตรคอนไม่ได้ แถมโดน “กาน้ำชา” ปฏิเสธ

กดบัตรคอนไม่ได้ แถมโดน “กาน้ำชา” ปฏิเสธ — เรื่องวุ่น ๆ ของ Error 418 �

June 12, 2026

Blog News

The Adaptive Edge: เหตุใด “ระบบปฏิบัติการมนุษย์” จึงเป็นความได้เปรียบทางการแข่งขันที่แข็งแกร่งที่สุดในยุคแห่งความพลิกผัน

The Adaptive Edge: เหตุใด “ระบบปฏิบัติการมนุษย์” จึงเป็นความได้เปรียบทา�

May 29, 2026

concurrency Engineering Load-test performance tps

Blog News Performance Test

TPS ไม่เท่ากับจำนวนคน: ความเข้าใจผิดที่ทำให้ระบบล่มทั้งที่ตัวเลขผ่าน

TPS ไม่เท่ากับจำนวนคน: ความเข้าใจผิดที่ทำให้ระบบล่ม Performance Engineering TPS ไม่�

May 27, 2026

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Blog News

QA vs Quality Engineering: องค์กรของคุณพร้อมเปลี่ยนสู่การสร้างคุณภาพแล้วหรือยัง?

QA vs Quality Engineering: องค์กรของคุณพร้อมเปลี่ยนสู่การสร้างคุณภาพแล้วหรือยั

A colorful and detailed Thai infographic presented in a tree-like diagram, illustrating the difference between "Cost Optimization" and "Value Optimization" in business strategy. On the left side, the "Cost Optimization" branch emphasizes "Balanced System" and features people working happily with code, green checkmarks, and text labeled "Reduction" and "Engineer." The right "Value Optimization" branch highlights "Massive Growth" and shows money bags, a launching rocket, and text labeled "Growth." Both sides are connected by arrows to a central trunk and root system labeled "Fundamental Performance Testing," with a large coin and text that says "Create Value" and "Bridge the Gap." The top title reads "ว่าด้วยเรื่อง “ความแตกต่างระหว่าง” Cost Optimization vs. Value Optimization" (On the subject of the difference between Cost Optimization and Value Optimization). A summary banner at the bottom states "สรุป: ครอบคลุมทุกมิติ เพื่อความมั่นใจและมูลค่าสูงสุด" (Conclusion: Comprehensive in all dimensions for confidence and maximum value).

May 26, 2026

business-resilience business-valu cost-optimization it-governance quality-assurance quality-engineering test-automation value-optimization

Blog News

คุณกำลังลด Cost แต่กำลังทำลาย Value โดยไม่รู้ตัว?

คุณกำลังลด Cost แต่กำลังทำลาย Value โดยไม่รู้ตัว? Business Insight คุณกำลังลด Cost แต�

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