𝗠𝗮𝗻𝘂𝗮𝗹 𝗧𝗲𝘀𝘁𝗲𝗿𝘀 → 𝗔𝗜 𝗧𝗲𝘀𝘁𝗲𝗿𝘀: 𝗧𝗵𝗲 𝗠𝗶𝗻𝗱𝘀𝗲𝘁 𝗦𝗵𝗶𝗳𝘁

After few years in manual testing, then i decided to dive into 𝗔𝗜 testing — and wow, I quickly realized that it requires a completely different mindset. 🚀

🔹 𝗜𝗻 𝗠𝗮𝗻𝘂𝗮𝗹 QA, we test against 𝗿𝗲𝗾𝘂𝗶𝗿𝗲𝗺𝗲𝗻𝘁𝘀.

🔹 𝗜𝗻 𝗔𝗜 QA, the rules change. Requirements aren’t always clear… Instead, we focus on 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗱𝗶𝗺𝗲𝗻𝘀𝗶𝗼𝗻𝘀 that go beyond the usual:
•⁠ ⁠𝗥𝗲𝗹𝗲𝗳𝗮𝗻𝗰𝗲: Is the model answering the right questions?
• 𝗙𝗮𝗰𝘁𝘂𝗮𝗹 𝗔𝗰𝗰𝘂𝗿𝗮𝗰𝘆: Are the answers trustworthy?
• 𝗦𝗮𝗳𝗲𝘁𝘆 & 𝗕𝗶𝗮𝘀: Does the model avoid harmful or biased outputs?
• 𝗖𝗿𝗲𝗮𝘁𝗶𝘃𝗶𝘁𝘆 & 𝗗𝗶𝘃𝗲𝗿𝘀𝗶𝘁𝘆: How well does it think outside the box?

💡 𝗙𝗼𝗿 𝗠𝗮𝗻𝘂𝗮𝗹 𝗧𝗲𝘀𝘁𝗲𝗿𝘀 𝗿𝗲𝗮𝗱𝘆 𝘁𝗼 𝗺𝗮𝗸𝗲 𝘁𝗵𝗲 𝘀𝗵𝗶𝗳𝘁:
•⁠ ⁠Learn 𝗽𝗿𝗼𝗺𝗽𝘁 𝘁𝗲𝘀𝘁𝗶𝗻𝗴 (it’s a game-changer).
• Get familiar with 𝗲𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀 and 𝗥𝗔𝗚 systems.
• Explore tools like 𝗣𝗿𝗼𝗺𝗽𝘁𝗼𝗼, 𝗧𝗿𝘂𝗟𝗲𝗻𝘀, and 𝗗𝗲𝗲𝗽𝗘𝗮𝘃𝗮𝗹 to sharpen your skills.
QA isn’t going anywhere with AI — in fact, 𝗔𝗜 needs smarter, more agile testers than ever before.