Welcome to the 252nd edition of Coding Jag brought to you by TestMu AI!👐
🚨 Git just patched 7 critical vulnerabilities affecting all versions, from submodule exploits to GUI-based code execution risks. Upgrade to 2.50.1 now.
But wait!! There’s so much more in this edition, just for you. From Microsoft’s AI-powered code reviews to Docker + Cloud Run wizardry, and lightning-fast reasoning with Phi-4. Oh, and did we mention Transavia slashing test time by 70% using TestMu AI? 🔥
That’s not all: smarter Firebase workflows, test analytics that actually matter, YouTube sentiment mining with OpenAI, and a jam-packed lineup of testing events you seriously won’t want to miss.
Let’s get into it 👇
News
05 min read
devblogs.microsoft.com
🧠 Curious how Microsoft handles 600K+ pull requests monthly with precision? Sneha Tuli reveals how AI-powered code reviews catch bugs, boost velocity, and mentor devs. Essential insight for teams scaling quality using GitHub Copilot PR reviews.
04 min readcloud.google.com
🐳 Excited to ship your AI app from dev to prod in one step? Justin Mahood and Yunong Xiao unveil how Docker Compose now works with Cloud Run, letting you deploy complex AI apps, including agentic models, with a single command. A game-changer for AI dev workflows.
04 min readazure.microsoft.com
⚡️Need blazing-fast logic for edge AI apps? Weizhu Chen, Jianfeng Gao, and Liliang Ren introduce Phi-4-mini-flash-reasoning, a 3.8B model with 10x throughput and low latency, ideal for on-device math reasoning, tutoring systems, and real-time feedback. Don’t miss this leap in edge AI performance.
03 min readgithub.blog
🛡️ Concerned about Git security? Taylor Blau shares how seven critical vulnerabilities affecting all Git versions were uncovered and patched. Learn how attackers could exploit submodules, bundles, and Git GUIs, and why upgrading to Git 2.50.1 is urgent for secure development.
AI
10 min readblog.kore.ai
🛍️ Curious how AI is revolutionizing retail? Abhijit Mhetre breaks down how LLMs like ChatGPT and Kore.ai Retail Assist are helping brands like Belcorp boost support, personalize shopping, and cut costs. A key read for retailers embracing AI to stay ahead.
09 min readwww.port.io
🧑💻 How will your dev role change in an AI-native world? Zohar Einy explains how AI agents are shifting developers from coders to orchestrators. From reviewing self-healing incidents to managing AI outputs across infra, repos, and cloud, your new role centers on oversight, architecture, and quality, not just writing code. A must-know if you want to stay valuable and avoid becoming the bottleneck.
Automation
10 min readwww.testmu.ai
🎯 Discover how Transavia, a leading Dutch low-cost airline, slashed test execution time by 70% after switching to TestMu AI. Facing outdated tools and limited features, the QA team adopted TestMu AI’s Real Device Cloud, Accessibility Automation, and SSO integration to boost speed, accuracy, and security across platforms.
03 min readfirebase.blog
🛠️ Want to boost Firebase Studio with external tools? James O'Reilly introduces MCP servers, letting you extend Gemini’s AI capabilities by connecting to external data sources and CLIs. Ideal for power users who want richer code insights and smarter automation. Essential for AI-native devs pushing limits.
03 min readwww.thisdot.co
🌩️ Facing MongoDB connection issues in your Next.js app on Vercel? Brandon Mathis explains “Connection Storming” and shows how to prevent it using global variables to reuse your MongoDB client. A must-read for keeping your serverless app stable, fast, and under connection limits.
06 min readwww.thegreenreport.blog
📊 Still relying on pass/fail counts in your test reports? This insightful post by Irfan Mujagic explains how to turn test data into actionable intelligence. From detecting flakiness and performance regressions to categorizing failures and tracking trends, discover how intelligent test reporting drives better product quality, faster fixes, and smarter decisions.
07 min readwww.scrapingdog.com
🧠 Curious what people really think on YouTube? Manthan Koolwal shows how to scrape YouTube comments using Scrapingdog and run sentiment analysis with OpenAI in Python. No browser automation needed, just smart APIs and clean code. Discover audience reactions in just 2 lines!
Tools
08 min readwww.qovery.com
🚀 What’s driving DevOps automation in 2025? Mélanie Dallé explores some of the top 10 DevOps automation tools from Qovery and GitHub Actions to Terraform and Pulumi. Learn how these platforms boost CI/CD, infra scaling, and observability. See why Qovery stands out with Heroku-like simplicity and full control across AWS, GCP, or Azure.
10 min readbugbug.io
Looking for the best qTest alternatives in 2025? Dominik Szahidewicz explores top picks like TestRail, Zephyr, Xray & BugBug, each excelling in areas like JIRA integration, reporting, or codeless automation. Discover tools that match your QA process, team size & budget for smarter test management.
Video & Podcast
40 mintestguild.com
🎙️ In this episode of the Test Guild podcast, Joe Colantonio interviews Tom Akehurst, creator of WireMock. Tom shares how WireMock evolved from a personal need into a powerful API mocking tool now used at scale. They discuss real-world API simulation benefits, WireMock Cloud, OpenAPI, AI, and the future of testing. 🎧 Listen now!
70 minwww.youtube.com
🎥 In this video by Automate with Rakesh, learn how Agentic Automation powers smarter bots that act with context, autonomy, and human-like reasoning. Build a multilingual receptionist agent, use tools like Agent Builder, handle escalations, evaluations, and more. A must-watch for 2025 RPA pros!
Events
05 minwww.testmu.ai
🌐 Get ready for Testμ 2025, the premier virtual testing event happening August 19-21, 2025! Join 50,000+ testers and developers worldwide in workshops, expert tutorials, and live challenges. Learn cutting-edge tools, hear from top voices in the industry, and compete to win prizes worth $10,000+. Free registration is now open!
05 minassociationforsoftwaretesting.org
📅 Be part of the CAST 2025, the premier software testing conference by the Association for Software Testing, happening from August 25–27, 2025, in Salt Lake City, Utah! Featuring workshops, keynotes, panels, and hands-on sessions, dive into innovation, community, and professional growth!
05 minwww.practitest.com
🤝 Don’t miss this live webinar on SmartFox AI happening on July 23 at 10:00 AM EDT and 16:00 CEST, PractiTest’s built-in assistant for modern QA teams, hosted by Joel Montvelisky. Discover real-time duplicate detection, AI-generated test cases from Jira, and smart execution strategies, designed to boost your testing efficiency without losing control.