--- title: "#quality-engineering articles | Hashnode" description: "Explore 64 articles tagged #quality-engineering on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/quality-engineering" --- Tag # #quality-engineering 64 posts · 25 followers [Musfiqur Rahman Foysal](https://hashnode.com/@foysal619) · [Oct 28](https://hashnode.com/posts/from-test-automation-to-release-confidence-building-evidence-driven-quality-gates/6ae2035084a401c094133a54) ### [From Test Automation to Release Confidence: Building Evidence-Driven Quality Gates](https://musfiqur-rahman-foysal.hashnode.dev/from-test-automation-to-release-confidence-building-evidence-driven-quality-gates?utm_source=hashnode&utm_medium=feed) A practical framework for turning web, API, mobile, and performance checks into clear release decisions 8 min read · [musfiqur-rahman-foysal.hashnode.dev](https://musfiqur-rahman-foysal.hashnode.dev/from-test-automation-to-release-confidence-building-evidence-driven-quality-gates?utm_source=hashnode&utm_medium=feed) [tarunaadhikari](https://hashnode.com/@tarunasdet) · [Sep 14](https://hashnode.com/posts/ai-security-testing-how-to-test-ai-applications-for-modern-cyber-threats/6aa7d5cd482c764aec77c283) ### [AI Security Testing: How to Test AI Applications for Modern Cyber Threats](https://software-testing-qa.hashnode.dev/ai-security-testing-how-to-test-ai-applications-for-modern-cyber-threats?utm_source=hashnode&utm_medium=feed) AI Security Testing: Lean How to Test AI Applications for Modern Cyber Threats 3 min read · [software-testing-qa.hashnode.dev](https://software-testing-qa.hashnode.dev/ai-security-testing-how-to-test-ai-applications-for-modern-cyber-threats?utm_source=hashnode&utm_medium=feed) [GAYATHRI BOLINENI](https://hashnode.com/@gaya3bollineni) · [Aug 4](https://hashnode.com/posts/what-does-a-modern-qa-engineer-do/6a722e60649a71090a9c2307) ### [What Modern QA Engineers Actually Do: It's More Than Finding Bugs](https://freecodecamp.org/news/what-does-a-modern-qa-engineer-do?utm_source=hashnode&utm_medium=feed) Ask someone what a QA engineer does, and you'll probably hear a familiar answer: "They test software and find bugs." It's a common perception, and to be fair, finding bugs is an important part of the 14 min read · [freecodecamp.org](https://freecodecamp.org/news/what-does-a-modern-qa-engineer-do?utm_source=hashnode&utm_medium=feed) [Scott McMahan](https://hashnode.com/@scottdudeman69) · [Jun 24](https://hashnode.com/posts/ai-native-testing-is-the-next-evolution-of-software-quality/6a3be60963ff3281a85f9d10) ### [AI-Native Testing Is the Next Evolution of Software Quality](https://aitransformeronline.hashnode.dev/ai-native-testing-is-the-next-evolution-of-software-quality?utm_source=hashnode&utm_medium=feed) Discover how AI-native testing helps organizations validate AI-generated software, automate test creation, improve coverage, and accelerate quality assurance in modern development environments. 2 min read · [aitransformeronline.hashnode.dev](https://aitransformeronline.hashnode.dev/ai-native-testing-is-the-next-evolution-of-software-quality?utm_source=hashnode&utm_medium=feed) [Oscar Abraham](https://hashnode.com/@oscaravs) · [Jun 15](https://hashnode.com/posts/wwdc-2026-reading-siri-ai-from-a-quality-engineering-perspective/6a3090b2bd26a734da9e1fc1) ### [WWDC 2026: Reading Siri AI From a Quality Engineering Perspective](https://oscarvidal.hashnode.dev/wwdc-2026-reading-siri-ai-from-a-quality-engineering-perspective?utm_source=hashnode&utm_medium=feed) Three architectural decisions from Apple's keynote that raise genuinely interesting questions — from someone who thinks about software quality for a living. 8 min read · [oscarvidal.hashnode.dev](https://oscarvidal.hashnode.dev/wwdc-2026-reading-siri-ai-from-a-quality-engineering-perspective?utm_source=hashnode&utm_medium=feed) [HemaN](https://hashnode.com/@hemnam) · [May 27](https://hashnode.com/posts/i-m-an-sdet-learning-ai-agents-here-s-how-i-built-a-daily-news-newsletter-bot-with-hermes/6a166304da253d50d40d4600) ### [I'm an SDET Learning AI Agents — Here's How I Built a Daily News Newsletter Bot with Hermes](https://hema-sdet.hashnode.dev/i-m-an-sdet-learning-ai-agents-here-s-how-i-built-a-daily-news-newsletter-bot-with-hermes?utm_source=hashnode&utm_medium=feed) What happens when a software tester decides to automate their morning news routine using an AI agent for the first time 17 min read · [hema-sdet.hashnode.dev](https://hema-sdet.hashnode.dev/i-m-an-sdet-learning-ai-agents-here-s-how-i-built-a-daily-news-newsletter-bot-with-hermes?utm_source=hashnode&utm_medium=feed) [Rahul Srivastava](https://hashnode.com/@rahulsriv) · [May 11](https://hashnode.com/posts/when-ai-runs-the-tests-what-is-the-quality-engineer-for/6a01c166fca21b0d4b10a1f9) ### [When AI Runs the Tests, What Is the Quality Engineer For?](https://nohappypath.com/when-ai-runs-the-tests-what-is-the-quality-engineer-for?utm_source=hashnode&utm_medium=feed) If AI is going to execute most of what quality engineering used to execute, what does the QE space actually look like on the other side of that shift? 9 min read · [nohappypath.com](https://nohappypath.com/when-ai-runs-the-tests-what-is-the-quality-engineer-for?utm_source=hashnode&utm_medium=feed) [Nishant Singh](https://hashnode.com/@nishant-singh) · [May 10](https://hashnode.com/posts/chaos-engineering-for-databases-the-experiment-nobody-runs-until-it-s-too-late/6a0082bfe3eebc2e207dde70) ### [Chaos Engineering for Databases: The Experiment Nobody Runs Until It's Too Late](https://nishant-singh.hashnode.dev/chaos-engineering-for-databases-the-experiment-nobody-runs-until-it-s-too-late?utm_source=hashnode&utm_medium=feed) Chaos tested your microservices but skipped the database? Stop waiting until it's too late. Learn 11 essential experiments for Postgres, RDS, & NoSQL 71 min read · [nishant-singh.hashnode.dev](https://nishant-singh.hashnode.dev/chaos-engineering-for-databases-the-experiment-nobody-runs-until-it-s-too-late?utm_source=hashnode&utm_medium=feed) [Rahul Srivastava](https://hashnode.com/@rahulsriv) · [May 8](https://hashnode.com/posts/the-test-pyramid-doesn-t-survive-contact-with-an-llm/69fde26af239332df4c476a7) ### [The Test Pyramid Doesn't Survive Contact with an LLM](https://nohappypath.com/the-test-pyramid-doesn-t-survive-contact-with-an-llm?utm_source=hashnode&utm_medium=feed) The test pyramid was built for deterministic software. LLM systems break it. Here is the five-layer AI Quality Stack that replaces it. 8 min read · [nohappypath.com](https://nohappypath.com/the-test-pyramid-doesn-t-survive-contact-with-an-llm?utm_source=hashnode&utm_medium=feed) [HemaN](https://hashnode.com/@hemnam) · [Apr 30](https://hashnode.com/posts/why-one-metric-is-never-enough-to-evaluate-generative-ai/69f35600909e64ad07d3a6a1) ### [Why One Metric Is Never Enough to Evaluate Generative AI](https://hema-sdet.hashnode.dev/why-one-metric-is-never-enough-to-evaluate-generative-ai?utm_source=hashnode&utm_medium=feed) A QA‑focused breakdown of ROUGE, BLEU, BERTScore, and why evaluation needs humans 3 min read · [hema-sdet.hashnode.dev](https://hema-sdet.hashnode.dev/why-one-metric-is-never-enough-to-evaluate-generative-ai?utm_source=hashnode&utm_medium=feed)