Expectation: A futuristic AI twin. Reality: A photo of a random world leader. (Yes, really). #ai #speedscale #digitaltwin
speedscale.com/blog/digital...

Stop the environmental drift!

Ephemeral environments are the key to faster, more reliable, and cost-optimized testing. They provide isolated, on-demand replicas that vanish when done, making CI/CD painless.

speedscale.com/blog/ephemer...

#Speedscale #EphemeralEnvironments #DevOps #Kubernetes

Part 3: Building a Production-Grade Traffic Capture and Replay System | Speedscale Learn how to build a traffic replay system that validates services with production data. Technical guide covering replay strategies, state management, and mixing production with local traffic.

Learn how to tackle state mismatch, time staleness, and non-determinism to make your microservices rock-solid: speedscale.com/blog/how-to-...

#Speedscale #TrafficReplay #ServiceMocks #Microservices #Testing

Part 3: Building a Production-Grade Traffic Capture and Replay System | Speedscale Learn how to build a traffic replay system that validates services with production data. Technical guide covering replay strategies, state management, and mixing production with local traffic.

Building a production-grade traffic replay system is the key to catching those tricky bugs that only show up in live traffic! 🚀

Part 3 of this series dives into the architecture and strategies, including the "sweet spot": Traffic Replay with Service Mocks.

Wow. What an incredible week at KubeCon + CloudNativeCon North America 2025! It was fantastic connecting with everyone at Booth 2040.

Huge thanks to everyone who grabbed a Vibecoding tee, hung out at our happy hour, and came by for a demo!

#speedscale #kubecon #devops #atlanta #kubecon2025

Don't wait until the bugs start "breaking kneecaps." 💥

If your releases are slow, test cycles are unpredictable, and production issues are on the rise, you've got QA Debt.

speedscale.com/blog/settle-...

MySQL Mocking with Speedscale’s Proxymock: A Complete Guide | Speedscale Master MySQL service mocking with Proxymock. Accelerate your CI/CD pipeline and local tests by replacing your live database with a fast, isolated digital twin.

Speedscale's Proxymock lets you record real MySQL traffic once and replay it instantly, turning a painful database dependency into a lightweight, isolated digital twin for local development and CI/CD.

Read the complete guide to MySQL mocking: speedscale.com/blog/mysql-m...

MySQL Mocking with Speedscale’s Proxymock: A Complete Guide | Speedscale Master MySQL service mocking with Proxymock. Accelerate your CI/CD pipeline and local tests by replacing your live database with a fast, isolated digital twin.

Is your MySQL setup constantly slowing down your developers? 😫 Time spent running migrations, loading data, and debugging local environments is time not spent building features.

The solution isn't more DevOps magic, it's Service Mocking.

Read the guide here:
➡️ speedscale.com/blog/the-dev...

We want to know: The article discusses using tools like Proxymock for validation. What is your team's #1 most reliable strategy for catching bugs that AI agents introduce? Share your insights below! 👇

Are you using AI to write your code? 🤖 Then you know the headache of debugging hallucinations, deprecated APIs, and subtle logical errors.

Learn systematic strategies to validate code and stop wasting hours chasing AI-introduced bugs.

"Trust but verify" has never been more relevant.

As AI tools write more of our code, developers need new strategies to ensure quality and reliability. Let us help you debug AI-generated code, from identifying common pitfalls to using the right tools for the job.

speedscale.com/blog/the-dev...

API World 2025: Growth, Memories, and Next Steps  | 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, ...

Thanks to everyone who stopped by! This is just the beginning.

Read the full recap from Bailey's perspective here: speedscale.com/blog/api-wor...

API World 2025: Growth, Memories, and Next Steps  | 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, ...

Their blog post highlights the best moments: from the rewarding experience of showcasing Proxymock to the incredible connections we made with developers. We were thrilled by the feedback, including one developer who told us that Proxymock could save their team "days of frustration."

API World 2025: Growth, Memories, and Next Steps  | 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, ...

We loved connecting with everyone at API World 2025! 🚀

This year marked a major milestone for our team, and we're excited to share that our intern, Bailey Ahrens, just wrote a fantastic recap of the experience.

Test Automation Summit | Atlanta, 1 October, 2025 Join the premier gathering of software testers at the Test Automation Summit in Atlanta. Registration is open for this software testing conference.

✔️ Catch faulty assumptions in AI-written code
✔️ Bring AI into the testing feedback loop
✔️ Evolve your CI/CD for the AI era
Learn how leading enterprises are redefining QA for AI.

Check it out: www.testingmind.com/event/test-a...

#Speedscale #aitesting #testingsummit

Test Automation Summit | Atlanta, 1 October, 2025 Join the premier gathering of software testers at the Test Automation Summit in Atlanta. Registration is open for this software testing conference.

WE ARE TWO WEEKS OUT FROM THE TEST AUTOMATION SUMMIT!!

Smarter testing is the key to safer systems. At the Test Automation Summit in Atlanta, Matthew LeRay (CTO, Speedscale) will share real-world case studies and practical frameworks to...

Looking Back, Looking Ahead: Thoughts on My First Year at Speedscale | Speedscale When I started at Speedscale, I looked like this: And after one year of learning, growing, and keeping pace with innovation well, let’s just say the journey has left its mark: Of course, I’m joking (s...

What a year! Alan Mon shares his key takeaways from a year in the trenches, including why realistic testing, ephemeral environments, and AI are the future.

Read more: speedscale.com/blog/looking...

#speedscale #developers #innovation #ai

Considerations for Testing gRPC Streams | Speedscale If you’ve spent any time building cloud-native systems, you’ve probably tripped over the tricky beast that is gRPC streaming. It’s powerful, flexible, and feels like magic when it works. But the minut...

Testing gRPC streams is a different beast from a typical API call. Are you confident your applications are ready for production? We break down the key considerations and challenges of testing gRPC streams.

Find out more: speedscale.com/blog/conside...

#gRPC #APITesting #DevOps #Speedscale

We have arrived at API World! Come check us out at booth 402 in the Santa Clara Convention Center! (and grab some fun swag) #apiworld #speedscale #proxymock

Speakers › Test Automation Summit Atlanta 202 Learn from the testing experts at the Test Automation Summit in Atlanta on 1 October, 2025. Join the keynote, inspiring talks, and panel discussions.

🚀 AI is reshaping how we write code but are we testing it the right way?

Join Matthew LeRay, CTO of Speedscale, at the Test Automation Summit in Atlanta in 1 month as he explores smarter testing for ai-generated code!

📅 Don’t miss this future-focused keynote!
👉 bit.ly/46nypjJ

Back in India for KubeCon 2025: Highlights from Hyderabad — Part 2 | Speedscale After an eventful week of customer visits and reconnecting with partners, the centerpiece of my trip was KubeCon in Hyderabad. Walking into the venue, the energy was unmistakable, with halls filled wi...

Alan is back with Part 2 of his KubeCon India series! 🇮🇳 This time, he's diving into the highlights from Hyderabad, including all the amazing conversations from the cloud-native community. Read about his journey and the biggest takeaways
speedscale.com/blog/back-in...

#speedscale #proxymock #kubecon

Under the Hood with Go TLS and eBPF Learn how to instrument Go TLS applications with eBPF to capture plaintext payloads. Discover techniques for safely attaching uprobes to crypto/tls methods and handling Go's unique ABI challenges.

What goes into building the next generation of networking tools? Shaun just dropped some technical insights in his new blog post. He's diving deep into how we're leveraging eBPF and the Go programming language to create powerful, efficient solutions.
Check it out: proxymock.io/blog/ebpf-go...

Learn how this approach improves team collaboration and streamlines your entire development workflow: speedscale.com/blog/shift-l...

Performance issues can kill developer velocity. 📉 By moving testing earlier in the development lifecycle, you can catch problems when they're easier and cheaper to fix, ultimately saving time and ensuring a faster, more reliable product.

Unlocking AI Coding Reliability with Traffic Replay Discover why AI coding agents need traffic replay to bridge the gap between stochastic AI and deterministic software engineering. Learn how proxymock enables AI agents to test against real production ...

The biggest threat from AI-generated code? Not a robot takeover, but a mountain of technical debt. 🤯 We explore the "trust gap" in AI coding agents and why deterministic testing with traffic replay is the missing link.

proxymock.io/blog/missing...

API World 2025: Learning, Growing, and Showcasing Proxymock Join us as we get ready for API World 2025! This blog post is all about our pre-conference excitement, the goals we hope to achieve, and why we can't wait to show you our product, Proxymock. Get a sne...

We are getting ready for API World 2025! Our marketing intern, Bailey, just shared a blog post to give you a sneak peek at our plans, learn about what we hope to achieve, and find out why we're excited to showcase Proxymock.

Read more: proxymock.io/blog/pre-api...
#APIWorld #Speedscale #Proxymock

Back in India for KubeCon 2025: Connections, Conversations, and a Sprint Through Delhi — Part 1 | Speedscale Last week, I returned to India for the first time since the beginning of COVID — and what a journey it was! To and from India from Las Vegas in just 6 days, the trip involved two full days of flights ...

Alan is back from an incredible trip to KubeCon 2025 in India! 🇮🇳 He had an amazing time connecting with the vibrant open-source community, sharing insights, and even seeing the Flipkart office. Read more!

bit.ly/41FRHyZ

#KubeCon #Speedscale #India

Speeding up AI Coding Assistants using Deterministic Feedback Discover how deterministic feedback from real API traffic speeds up AI coding assistants and reduces developer interruptions.

Fed up with flaky tests and slow dev environments? We get it. 😩 That's why we built Proxymock.

Stop trying to replicate complex backend behaviors by hand. Start developing and testing faster.
Learn more: proxymock.io/blog/why-we-...

#API #DeveloperTools #DevOps #Mocking #Testing #Tech

Peeking Under the Hood of Cursor's API Calls This blog post dissects the network traffic of the AI-native code editor Cursor, revealing its API calls to various services for AI assistance, telemetry, and synchronization, and offers insights into...

Find the full technical breakdown and learn how to do this yourself by visiting our new blog. proxymock.io/blog/peeking...

#proxymock #Cursor #AI #DeveloperTools #Privacy #Devops

- How Cursor sends your code snippets, directory structure, and Git status for context.
- The use of a dynamic AI model strategy with various LLMs like Claude 3.7 and Gemini 2.0.
- Why it's crucial to use privacy mode in corporate environments.