Welcome to the 270th edition of Coding Jag brought to you by TestMu AI!👐
AI agents are no longer just futuristic concepts; they're actively transforming QA workflows and testing practices. From AI-driven agentic testing that adapts in real time, to smarter computer vision insights and self-healing automation scripts, teams can now accelerate releases, reduce risks, and improve quality like never before.
In this edition, explore how Google Colab's integration with VS Code and Azure MCP Server in Visual Studio 2026 streamlines AI-powered development. Learn about TestMu AI recognition as a Challenger in Gartner's 2025 Magic Quadrant for AI-Augmented Software Testing Tools and discover best practices for IoT security testing, building robust API-first automation frameworks, and how Playwright and AI boost end-to-end testing for faster, smarter coverage and more.
Plus, listen to the latest podcasts and register for the upcoming AWS re:Invent and community meetups in Bengaluru and Noida, where QA leaders, developers, and testers come together to explore AI-driven quality engineering.
Let's jump in! 💥
News
05 min
developers.googleblog.com
🚀 Exciting news for AI and ML developers! Google Colab is now in Visual Studio Code. Spencer Shumway, Kevin Eger, and Ashley Toney introduce the Colab VS Code extension, combining Colab's powerful notebooks and high-performance runtimes with VS Code's flexibility. Now you can run notebooks on Pro-tier GPUs and TPUs and enjoy full IDE features, all without leaving your editor.
04 mindevblogs.microsoft.com
🤖 Say hello to smarter cloud development! Visual Studio 2026 now comes with Azure MCP Server built in, letting developers manage Azure resources and automate workflows directly from their IDE. Yun Jung Choi shows how natural language commands, Pro-tier AI integration, and seamless Azure tools make building secure, intelligent apps faster and easier than ever.
06 mintestmu.ai
🏆 Exciting news! TestMu AI has been recognized as a Challenger in Gartner's 2025 Magic Quadrant for AI-Augmented Software Testing Tools, a major milestone showcasing its rapid innovation and strong execution. With its GenAI-powered intelligent testing, scalable cloud infrastructure, and developer-friendly UX, TestMu AI is helping teams accelerate releases with precision and confidence. This recognition highlights TestMu AI's growing impact in redefining modern, AI-driven test automation for enterprises worldwide.
AI
08 minfastcompany.com
⚡ Revolutionize product releases with AI agentic testing! Asad Khan reveals how intelligent AI agents transform QA from a bottleneck into a strategic growth engine. Self-healing tests adapt in real time, predict risks, and continuously learn from failures, enabling faster, safer, and smarter releases. Teams gain real-time insights for roadmap adjustments, data-driven feature prioritization, and executive visibility, while dramatically reducing test cycles and increasing coverage. With human-AI collaboration, agentic testing drives higher quality, faster go-to-market decisions, and a vision of self-evolving products where AI continuously refines strategy and delivery.
05 minblogs.nvidia.com
🤖 Transform video intelligence with agentic AI! Esther Lee shows how Vision Language Models (VLMs) turn raw video into actionable insights, dense captions for searchable content, contextualized alerts, and automated analysis of complex scenarios. From smart city monitoring and industrial inspections to gaming highlights, AI agents process massive video data in real time, reduce errors, and deliver faster, smarter decisions. NVIDIA-powered tools like NVCLIP and Metropolis enable scalable, multimodal video intelligence for next-level analytics and operational efficiency.
08 minqualitrix.com
🚀 AI is transforming QA in Agile and DevOps! Qualitrix shows how intelligent test cases, self-healing automation scripts, and predictive defect detection, AI accelerates feedback loops, reduces maintenance, and ensures comprehensive coverage. Teams can now prioritize high-risk areas, run continuous testing, and detect performance, visual, and security issues proactively, cutting test cycles by up to 50% and speeding time-to-market. With AI-driven insights, QA becomes a strategic enabler, not a bottleneck, letting developers deliver faster, smarter, and more reliable software.
Automation
08 minsoftwaretestingmagazine.com
🔒 IoT devices are everywhere, from smart homes to industrial systems, making security testing a Must! Bohdan Savchuk explains how IoT security testing ensures safety, privacy, and reliability with diverse devices, long lifecycles, and real-world consequences for failures. From shift-left threat modeling and end-to-end attack simulations to automation frameworks and continuous monitoring, this guide shows how QA and security teams can build resilient, compliant IoT ecosystems. A must-read for teams deploying connected devices at scale.
10 minkeploy.io
🚀 Tired of flaky API tests slowing down your releases? Sancharini Panda explains how building a structured automation framework transforms testing from scattered scripts into a scalable, reliable process. From modular architecture and CI/CD integration to error handling, reporting, and test data management, this guide shows how frameworks like Keploy simplify API validation and maintain stability across environments. A must-read for QA engineers aiming for faster, consistent, and automated API-first testing.
15 mintestmu.ai
🚀 Wondering how to make end-to-end web testing faster and smarter? Paulo Oliveira dives into using Playwright with AI to auto-generate tests, self-heal broken selectors, and detect hidden bugs. With platforms like TestMu AI KaneAI, ChatGPT, Claude, and tools like Playwright, MCP and Codegen, teams can automate repetitive tasks, expand coverage, and focus on complex scenarios, all while maintaining accuracy and efficiency. A must-read for QA engineers and developers aiming to supercharge test automation.
Tools
14 minspacelift.io
🚀 Curious how top DevOps teams stay ahead of incidents and performance issues? James Walker breaks down 11 key observability best practices for 2025, from focusing on metrics, logs, and traces to aligning KPIs, automating alerts, and building custom dashboards. Learn how to make observability actionable, scalable, and integrated into your CI/CD pipelines, so you can detect issues faster, optimize workflows, and make data-driven decisions. A must-read for engineers and infrastructure teams aiming for next-level system visibility.
15 minkiwiqa.com
📱 Wondering how to ensure your mobile apps perform flawlessly? Mit Thakkar outlines the complete suite of mobile application testing services for Android and iOS, from AI-powered test automation and CI/CD continuous testing to cross-platform, real device cloud, security, accessibility, 5G, visual regression, and voice/gesture testing. Discover how these services, combined with essential functional, usability, localization, and regression testing, help teams boost app quality, user experience, and market readiness while leveraging modern tools like Testim, Appium, TestMu AI, and more.
Video & Podcast
33 mintestguild.com
🛡️ In this podcast, Joe Colantonio hosts Sarit Tager, VP of Product at Palo Alto Networks, to discuss securing AI-generated code and stopping vulnerabilities early. Sarit explains how 'vibe coding' reshapes development workflows, how AI can introduce security risks, and what guardrails teams can use to prevent issues before production. Essential insights for developers and automation engineers looking to safeguard AI-driven development pipelines.
18 minyoutube.com
🎥 In this video, Execute Automation demonstrates how to use GitHub Mission Control in VS Code to manage all your Copilot coding agents in real-time. You'll learn how to set up the extension, assign tasks to CLI, Cloud, or Local agents, and monitor their progress directly from your editor, streamlining workflow and boosting development efficiency.
Events
05 mintestmu.ai
🎯 TestΜμ Offline Meetup Bengaluru takes place on November 22, 2025, at the Thoughtworks Office, Koramangala. This community-driven event focuses on AI in Quality Engineering, featuring talks on autonomous AI agents, vibe testing, next-gen test automation for BFSI, and AI-driven automation workflows. Attendees can network with local QA leaders, developers, and testers, enjoy curated sessions, and participate in hands-on discussions while grabbing swags, food, and beverages.
05 mintestmu.ai
🎯 TestΜμ 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.
05 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!