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Testing AI Code in CI/CD Made Simple for Developers

Oct 13, 2025 By Srujana Maddula In Speedscale
Generative AI can produce code faster than humans, and developers feel more productive with it integrated into their IDEs. That productivity is only real if CI/CD tests are solid and automated. When not appropriately tested, you may encounter a production issue that you haven't seen before. According to the State of Software Delivery 2025 report, 67% of developers spend more time debugging and resolving security vulnerabilities in code generated by AI. That cancels out the efficient gains that they get from faster AI code generation.
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QA Debt: The Silent Risk That Can Take Down Your Business

Oct 10, 2025 By Alan Mon In Speedscale
In engineering, we talk a lot about technical debt — the shortcuts and compromises made in code that pile up over time. But there’s another kind of debt that’s just as dangerous and far more invisible: QA debt. QA debt is what happens when testing isn’t given the same attention as features, architecture, or performance. It’s the accumulation of missed edge cases, outdated test suites, incomplete automation, or skipped regression checks.
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A Developer's Guide to Improving AI Code Reliability

Oct 3, 2025 By Matt Tanner In Speedscale
You’ve probably been there: your AI coding assistant just generated what looks like a perfect solution to your problem. Decent code quality, reasonable structure, and even some comments. You run it, and… it works. So you ship it. Three weeks later, your production logs are full of 500 errors from edge cases the AI never considered, or worse, you discover the code has been making unvalidated database calls that could have been prevented with basic input sanitization.
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The Developer's Guide to Debugging AI-Generated Code

Sep 30, 2025 By Matt Tanner In Speedscale
AI coding tools like ChatGPT, GitHub Copilot, and Claude have completely changed how we write software. From humble beginnings where non-AI-enabled code assistants made intelligent code suggestions, like Intellisense, the latest agentic tools can generate entire functions, suggest optimal algorithms, and even scaffold complete applications in minutes. However, as any developer who’s worked with AI-generated code knows, the output isn’t always perfect.
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Need to do Integration Testing without a real Postgres SQL Database? #speedscale #postgres #sql

Sep 29, 2025 By Speedscale In Speedscale
Struggling with integration testing because you need a real Postgres SQL database running? This video walks you through how to use Speedscale's proxymock to easily record and mock a live Postgres connection. You'll see how to: By the end, you'll be able to create realistic database mocks for your testing and development, saving you time and hassle.
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API World 2025: Growth, Memories, and Next Steps

Sep 26, 2025 By Bailey Ahrens In Speedscale
A couple of weeks ago, our team returned from API World. We’ve officially had a few weeks to decompress and get back into the swing of things after an incredible time at API World 2025. Looking back, the experience was even more rewarding than I had imagined in my Pre-API World blog. This year was especially memorable for me, as I had the opportunity to attend my first tech conference and travel across the country for work. I’m still buzzing from everything I learned and the people I met.
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Learn to mock your MySQL database and get realistic test data without the hassle of a live server!

Sep 25, 2025 By Speedscale In Speedscale
Proxymock allows you to record real interactions between your application and a MySQL database. Use proxymock to simulate your database during local development and testing. Get real data without running a live MySQL server. Modify mock responses to fit your testing needs. Simplify your testing workflow and replicate production data easily.
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Feature Spotlight: PostGres Mocking #speedscale #postgres #postgresql

Sep 22, 2025 By Speedscale In Speedscale
Struggling with integration testing because of a Postgres database dependency? Testing can feel impossible when you need to replicate realistic data in Postgres. That’s where Speedscale’s Postgres Mocking Tool comes in. Speedscale drops a recorder into your live system, observes all Postgres traffic, and shows you the actual sequence of statements and responses—making it easier than ever to test reliably.
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Accelerating Cloudnative Development & DevOps

Sep 19, 2025 By Kristopher Sandoval In Speedscale
Cloud-native development, and the resultant rise of DevOps, has transformed how software is built, deployed, and maintained. By embracing containerization, microservices, and continuous delivery, organizations have been able to deliver features faster, scale with demand, and recover from failures more gracefully than ever before. Many organizations are adopting these practices to keep up with industry demands and improve efficiency and security.
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Top 14 Postman Alternatives

Sep 19, 2025 By Rexford Nyarko In Speedscale
Postman has long been a go-to tool for API developers and QA engineers in providing a streamlined environment for testing and documenting APIs. Its user-friendly interface and robust features made it an industry standard. However, Postman isn't suitable for everyone. Its complexity has increased over the years, leading to a UI that can be overwhelming, and a steep learning curve - especially for beginners.
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