Welcome to the 271st edition of Coding Jag brought to you by TestMu AI!👐
Self-healing tests are redefining how DevOps teams maintain stability and speed in modern workflows, automatically detecting and fixing issues across browsers, devices, and environments before they impact releases.
In this edition, discover how Google Antigravity autonomously plans, builds, tests, and verifies code, how Microsoft Red Teaming Agent strengthens AI security, and learn how predictive analytics helps optimize test coverage. Plus, explore frameworks for evaluating LLMs locally and learn how to automate visual tests with Puppeteer to boost QA efficiency.
Don’t forget to listen to the latest podcasts and register for the upcoming AWS re:Invent, community meetups in Noida, and more.
Let’s jump in! 💥
News
08 min
developers.googleblog.com
🚀 Development just took flight! Google has launched Antigravity, a new agentic dev platform that lets AI agents plan, build, test, and verify code across your editor, terminal, and browser, all autonomously. With an AI-powered IDE, a dedicated agent manager, and Artifact-based reviews, Antigravity helps you work at a higher, task-level workflow. It’s free in public preview and supports Gemini 3 Pro, Claude Sonnet 4.5, and GPT-OSS.
08 minblog.cloudflare.com
🖼 ️ FLUX.2 comes to Workers AI! Michelle Chen and David Liu announce Cloudflare’s partnership with Black Forest Labs to bring the new open-weight FLUX.2 model to developers. It delivers hyper-realistic images, stronger world grounding, and rock-solid character consistency, plus JSON prompting and multi-image inputs for precise control. FLUX.2 unlocks powerful creative, product, and design workflows, now live on Workers AI.
AI
07 mindevblogs.microsoft.com
🛡 ️ Strengthen agent safety with Microsoft’s AI Red Teaming Agent! Minsoo Thigpen introduces major upgrades in Microsoft Foundry that let teams automatically test models and agents for sensitive data leaks, prohibited actions, task drift, and indirect prompt injection attacks. Powered by PyRIT, the platform brings no-code red teaming, SDK automation, and unified risk evaluation so developers can seamlessly catch vulnerabilities before deployment and build safer, more reliable agentic systems.
12 mingithub.blog
⚡ GitHub is leveling up AI security! Rahul Zhade details how GitHub protects Copilot with principles that keep agents aligned and safe, full context visibility to stop hidden prompts, firewalls to prevent data leaks, limited access to sensitive info, and human-in-the-loop controls to avoid irreversible actions. A clear, practical framework for anyone building trustworthy AI agents.
Automation
12 minforbes.com
🚀 Want to know how self-healing tests are reshaping DevOps? Mudit Singh explains how AI-driven test agents automatically fix broken selectors, adapt to UI changes, and keep workflows stable across browsers and devices. With intent-based testing and smart guardrails, teams reduce flaky failures, cut maintenance, and free engineers to focus on real quality work, making QA faster, smarter, and more resilient.
11 minpixelqa.com
📊 Predictive analytics is reshaping QA! David Richard explains how data-driven insights help teams spot issues early, prioritize high-risk areas, and optimize test coverage. Combined with intelligent automation, it boosts collaboration, reduces wasted effort, and accelerates high-quality software releases. A must-read for anyone seeking smarter, faster, and more reliable QA.
08 minthegreenreport.blog
💡 Evaluate LLMs without spending a dime! Irfan Mujagic shows how to build a full Python-based LLM evaluation framework using mock responses, local models, and edge-case testing. Track metrics like format, length, JSON schema, and keyword compliance, all without hitting paid APIs. When ready, seamlessly switch to production models. A must-read for QA engineers and AI developers looking to experiment, validate, and scale LLM testing efficiently.
11 mintestmu.ai
📸 Automate Visual Testing with Puppeteer! Ini Arthur explains how to capture full pages, specific elements, or selected areas using Puppeteer screenshots. Automate visual validation, track UI changes, and detect layout shifts early, whether locally or on cloud platforms like TestMu AI. Ideal for QA engineers and developers aiming to speed up UI testing, ensure design consistency, and catch bugs before they reach production. A must-read for anyone serious about visual test automation!
08 minqalogy.com
🛠 Build a Reliable UI Test Automation Framework! Vladimir Josifoski explains layered structure, stable locators, test data management, error handling, maintainable test design, reporting, and CI/CD integration. A must-read for QA engineers aiming to create efficient, scalable, and robust UI automation that delivers clear insights and reduces maintenance headaches.
Tools
07 minsoftwaretestingmagazine.com
🚀 Streamline QA with Next-Gen Test Management! Andrian Budantsov highlights how AI-powered tools like QA Sphere help QA teams create test cases faster, organize libraries, execute efficiently, and maintain real-time visibility. With integrations, dashboards, and AI-assisted suggestions, teams can reduce manual work, prevent errors, and ensure software quality without slowing release cycles. A must-read for QA leaders aiming for faster, smarter, and more reliable testing workflows.
09 minbugbug.io
🚀 Top Selenium Alternatives in 2026! Dominik Szahidewicz highlights the best tools to simplify test automation, from BugBug (codeless, fast, Chrome-focused) to Testim, Katalon, and Puppeteer. Explore frameworks like Playwright and Nightwatch.js, plus cloud options like TestMu AI and more. Perfect for QA teams aiming to speed up testing, reduce maintenance, and improve reliability.
Video & Podcast
12 minrichard-seidl.com
📝 In this podcast, Richie talks to Georg Haupt about Quality Storming, a hands-on workshop that makes software errors visible and tangible. Using tape and collaborative mapping, teams uncover workflow weak points, empathize across roles, and turn mistakes into actionable improvements. A must-listen for QA engineers and developers aiming to improve processes and prevent errors early.
07 minyoutube.com
🎥 In this keynote, Asad Khan, CEO of TestMu AI, presents “The Age of Agentic Testing” at Web Summit Lisbon. He explains how AI-driven autonomous agents are transforming software testing, enabling faster, large-scale validation while humans focus on reasoning and context. Learn how TestMu AI orchestrates thousands of tests efficiently, keeping pace with modern development and “vibe coding,” making software testing smarter, faster, and more autonomous.
Events
10 mintestmu.ai
🎯 Testμ Offline Meetup Noida takes place on November 29, 2025, at the TestMu AI Office, Sector 62. This community-driven event focuses on AI in Quality Engineering, featuring curated talks on AI, testing, automation, and DevOps. Attendees can network with local testers, developers, and QA leaders, participate in hands-on sessions, and enjoy swags, food, and engaging activities while exploring the future of quality assurance.
09 minreinvent.awsevents.com
🎯 Join AWS re:Invent 2025 from December 1–5 in Las Vegas, NV, a premier global cloud conference uniting developers, engineers, and tech leaders. Explore the latest AWS innovations, hands-on workshops, and expert-led sessions covering AI, cloud architecture, and digital transformation. Network with peers, gain practical strategies from AWS executives, and experience unique events like hackathons, live demos, and re:Play entertainment. Don’t miss this landmark gathering for cloud professionals!
08 minteamscale.com
📊 Join Johannes Veihelmann and Stefan Brand on Dec 3, 2025, for a free online Test Gap Analysis workshop. Learn how to identify untested code changes, ensure test coverage across levels, and apply proven best practices from real-world projects. Perfect for QA professionals and software engineers looking to catch hidden risks early.