#Speedscale

OpsMatters

@opsmatters.com

1 day ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Prompt, Deploy, Pray Is Dead: Validating #AI Code with Proxymock" and "AI Coding Agents Have a UX Problem Nobody Wants to Talk About".

#DevOps #Kubernetes #API #Testing https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

1 day ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Prompt, Deploy, Pray Is Dead: Validating #AI Code with Proxymock" and "AI Coding Agents Have a UX Problem Nobody Wants to Talk About".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 days ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "#AI Coding Agents Have a UX Problem Nobody Wants to Talk About" and "Your Flaky Tests Are a Data Problem, Not a Test Problem".

#DevOps #Kubernetes #API #Testing https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

2 days ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "#AI Coding Agents Have a UX Problem Nobody Wants to Talk About" and "Your Flaky Tests Are a Data Problem, Not a Test Problem".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

3 days ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Your Flaky Tests Are a Data Problem, Not a Test Problem" and "WireMock vs MockServer vs Proxymock: #Java Mocking in 2026".

#DevOps #Kubernetes #API #Testing https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

3 weeks ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Building Speedy: An Autonomous #AI Development Agent" and "Runtime Validation vs Static Analysis: Why You Need Both".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

3 weeks ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Runtime Validation vs Static Analysis: Why You Need Both" and "Oracle JDK to OpenJDK: A Guide to Reliable Migration #Testing".

#DevOps #Kubernetes #API https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

3 weeks ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Runtime Validation vs Static Analysis: Why You Need Both" and "Oracle JDK to OpenJDK: A Guide to Reliable Migration #Testing".

#DevOps #Kubernetes #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

3 weeks ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Oracle JDK to OpenJDK: A Guide to Reliable Migration #Testing" and "Speedscale Named in #Gartner Market Guide for #APITesting".

#DevOps #Kubernetes #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

3 weeks ago

What AI Has Never Seen: The Context Gap in Code Generation Your AI coding assistant has read the entire internet. It knows every programming language, every framework, every best practice documented in Stack Overflow answers and GitHub repositories. It can generate a REST API handler in seconds that looks perfect with clean code, proper error handling, following all the patterns. But here's what it's never seen: your production traffic. Data from a real API request. Someone filling out a form with messed up or incomplete data. AI is changing how we write and test code, but there's a fundamental gap between training data and production reality.

#AI models are trained on documentation, code repositories, and curated examples. The new post from #Speedscale explains how models don't see the messy, inconsistent, edge-case-riddled requests that real users and systems actually send.

#Testing https://opsmtrs.com/4aUwq9J

OpsMatters

@opsmatters.com

3 weeks ago

Kubernetes Load Testing Made Easy with Speedscale Everybody knows working with Kubernetes is really hard. It's highly complicated. You have to know how to work with YAMLs, there's lots of stuff to deal with. The classic developer experience with YAML. But what if you could get complete visibility into your Kubernetes workloads and run realistic load tests without touching a single YAML file or running kubectl commands? In this walkthrough, I'll show you how Speedscale makes Kubernetes observability and performance testing as simple as point-and-click.

Everybody knows working with #Kubernetes is really hard. The new post from #Speedscale shows you how Speedscale makes Kubernetes #observability and performance #testing as simple as point-and-click.

#DevOps #API https://opsmtrs.com/4bVirlg

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Speedscale Named in #Gartner Market Guide for #API #Testing" and "DLP, Traffic Replay, and the Missing Link to #SoftwareQuality".

#DevOps #Kubernetes https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "DLP, Traffic Replay, and the Missing Link to Software Quality" and "How #AI Coding Is Breaking Synthetic Data Generation".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Silent Failures: Why #AI Code Breaks in Production" and "#APITesting Tools Best Practices Guide".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "APITesting Tools Best Practices Guide" and "What AI Has Never Seen: The Context Gap in Code Generation".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "What #AI Has Never Seen: The Context Gap in Code Generation" and "10 Benefits of automated #testing".

#DevOps #Kubernetes #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

1 month ago

Digital Twins Gone Wild: My Unexpected AI Doppelgänger I recently tried using AI to create a digital twin of myself. I uploaded a photo, expecting a futuristic, slightly improved version of me... and what did I get in return? A picture of Kim Jong Un. Clearly, AI has a sense of humor-or a very different definition of "twin." Forget Arnold Schwarzenegger and Danny DeVito. Digital Twins 2-Now Starring My AI Doppelgänger From Speedscale's perspective, a digital twin is built from real production traffic, continuously updated, and executable in your test and CI/CD environments.

Check out the new post from #Speedscale to learn how Speedscale built a #digitaltwin that evolves as production evolves—no manual upkeep required.

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/49BxoY8

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Moving Our #Observability Data Collector from Sidecars to eBPF" and "ROI of #DigitalTwin #Testing: Cut Testing Costs by 50%".

#DevOps #Kubernetes #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "ROI of #DigitalTwin #Testing: Cut Testing Costs by 50%" and "The CES Hangover: 3 Expensive Hardware Fails That Were Actually Software Problems".

#DevOps #Kubernetes #API https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "The CES Hangover: 3 Expensive Hardware Fails That Were Actually Software Problems" and "Let Your LLM Debug Using Production Recordings".

#DevOps #Kubernetes #API #Testing https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

1 month ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "The CES Hangover: 3 Expensive Hardware Fails That Were Actually Software Problems" and "Let Your LLM Debug Using Production Recordings".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Let Your LLM Debug Using Production Recordings" and "How to Do Full-Text Search Across All Application Traffic with Speedscale".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "How to Do Full-Text Search Across All Application Traffic with Speedscale" and "Speedscale vs. LocalStack for Realistic Mocks".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "How to Do Full-Text Search Across All Application Traffic with Speedscale" and "#Kubernetes Load #Testing Made Easy with Speedscale".

#DevOps #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "#Kubernetes #LoadTesting Made Easy with Speedscale" and "Peeking Under the Hood with Claude Code".

#DevOps #API #Testing https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "#Kubernetes #LoadTesting Made Easy with Speedscale" and "Peeking Under the Hood with Claude Code".

#DevOps #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Peeking Under the Hood with Claude Code" and "#AI Prediction for 2026".

#DevOps #Kubernetes #API #Testing https://opsmtrs.com/3HxmKBc

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Essential KPIs for #SoftwareDevelopment: Measure Success Effectively" and "Top 5 WireMock Alternatives Best Practices".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "Top 5 WireMock Alternatives Best Practices" and "#AI Prediction for 2026".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT

OpsMatters

@opsmatters.com

2 months ago

Speedscale Continuous Resiliency from Speedscale gives you the power of a virtual SRE-bot working inside your automated software release pipeline. Forecast the real-world conditions of every build, and know you’ll hit your SLO’s before you go to production.

The latest update for #Speedscale includes "#AI Prediction for 2026" and "Digital Twins Gone Wild: My Unexpected AI Doppelgänger".

#DevOps #Kubernetes #Testing #API https://opsmtrs.com/3hs7riT