Systems | Development | Analytics | API | Testing

Stop Debugging Blindly! How Traffic Capture Can Help Your Code #speedscale #trafficcapture #ai

Oct 24, 2025 By Speedscale In Speedscale
Is AI "slop" or new code pushing tons of bugs into production? You can't test everything forever. Learn how traffic capture is the most efficient way to understand how your code is actually running in the real world. By grabbing data from sidecars, packet captures, or logs, you get the context you need to prevent bugs and improve performance.
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speedscale

Mitmproxy vs Proxymock: Replaying Traffic for Realistic API Testing

Oct 21, 2025 By Matthew LeRay In Speedscale
Replaying traffic is a core tool in your toolbox when you need to reproduce a tricky bug or validate how your app behaves. Traffic replay is especially valuable for testing complex software applications that rely on APIs and microservices, where integration and functionality must be thoroughly validated.
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speedscale

Part 1: Building a Production-Grade Traffic Capture and Replay System

Oct 21, 2025 By Ken Ahrens In Speedscale
A few years ago I was on call during the Super Bowl. At the time I was working for an observability vendor and one of our customers had an outage caused by a surge in user traffic. But our monitoring system didn’t have enough data to know what went wrong and I sat on a call for 2 hours painfully listening to them spinning up more servers and trying to catch up with the user load.
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speedscale

Debugging Without a Net: The Pain of Reproducing Production Issues

Oct 20, 2025 By Alan Mon In Speedscale
Every engineer has been there — a late-night page, a broken feature in production, and no clear way to reproduce it. The logs are vague. The metrics look normal. Your local environment works fine. Yet something somewhere is failing for real users. So begins the detective work — debugging a live system with almost no tools, no perfect test data, and no clone of production.
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confluent

Lessons Learned With Confluent-Managed Connectors and Terraform

Oct 20, 2025 By Sandon Jacobs In Confluent
I’m a Data Streaming Engineer and a developer advocate, which means I spend a lot of time thinking about the day-to-day experience of building applications with data streaming and stream processing. I muse about a world of data in motion where entire organizations have the governance needed to manage, discover, and understand the complex relationships between data streams.
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From Idea to Production in Minutes: AI-Powered DevOps on Choreo

Oct 17, 2025 By WSO2 In WSO2
See how the WSO2 Choreo Internal Developer Platform, powered by an AI agent, can transform a simple diagram into a fully deployed, secure, and observable cloud-native application in minutes. Discover how Choreo’s key components—Marketplace, GitOps, Managed Services, and Managed Authentication—eliminate DevOps friction and unlock unparalleled developer velocity.
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Your "Technical Debt" is a LIE! Meet QA Debt.

Oct 17, 2025 By Speedscale In Speedscale
The REAL reason your system WILL FAIL. We all talk about technical debt, but QA Debt is the silent killer costing companies millions. It's the accumulation of skipped regression checks, outdated test suites, and ignored production data. The result? Unpredictable, catastrophic outages that can sink your business (and your career!). Learn how to identify and pay down your QA Debt before it's too late. It's not about testing more it's about testing SMARTER.
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