Operations | Monitoring | ITSM | DevOps | Cloud

Feature Spotlight: Automatic Testing with Proxymock MCP Skills #aiagents #mcpserver #softwaretesting

Learn how to integrate your AI coding agent with Speedscale using the MCP server to record, replay, tune mocks, and analyze reports directly within your workspace. Streamline your testing workflow by letting your agent automatically capture traffic, resolve failing responses, and optimize match rates. Learn more: speedscale.com.

Feature Spotlight: Replay Progress Tracking #kubernetes #mocktest #devops #appperformance

Learn how to track cluster performance in real time using the replay progress panel, which highlights key phases including provision, mock, app, load, analyze, and result. You will also discover how to easily troubleshoot failed runs by expanding component lanes to review specific step reasons and cluster events. Learn more: speedscale.com.

Why Does My Internet Keep Disconnecting? Causes, Diagnosis & Fixes

Your Internet usually keeps disconnecting because of one of five things: a weak or congested Wi-Fi signal, a failing modem, router or cable, an overloaded firewall, a device-level setting or driver, or a problem on your ISP’s line or network. To fix it, first find where the drop happens: on one device, across your LAN, or past your firewall. “The Internet keeps droppin” is one of the most common tickets IT teams get, and one of the hardest to close.

Same RK3588 Chip, Two Different Boards: Where Kiwi Pi 5 Pro and Orange Pi 5 Plus Split

Two single-board computers can share a processor and still behave very differently once they are deployed. The Kiwi Pi 5 Pro and the Orange Pi 5 Plus are a clear example of how board design, more than silicon, shapes what an RK3588 system is good at.

Load Test One Endpoint, Watch the Rest

What happens to transaction posting when statement traffic gets expensive? That’s the question a bank’s platform team actually needs answered before a busy month-end. It’s also a question most load tests can’t ask, because they turn one dial for the whole recording. Statements get heavier, posting gets heavier, and the average latency across both looks fine right up until customers can’t move money.

MCP Server Monitoring: Tracing Tool Calls with OpenTelemetry

MCP server monitoring guide: spans, metrics and logs to record for tool calls, why failed tools look healthy, and how to trace requests from client to server. Sejal Pandey works on content and growth at Last9, writing about observability, reliability, and SRE practices.

AI inference, explained through one question

TL;DR Part 0 of a three-part series on building a documentation assistant with Aiven. This part gives you the vocabulary. Part 1 is the architecture. Part 2 builds the thing. Almost everything written about large language models explains how models get built. Very little explains what happens the other billion times, when a finished model sits there answering questions. That second thing is called inference, and it is where practically all of the engineering work actually lives.

FastAPI Shipped Three Breaking Changes in 21 Hours: What to Check

FastAPI released 0.146.0, 0.147.0, and 0.148.0 between Sunday afternoon and Monday morning (UTC), and each one is labeled a breaking change. None of them will crash your app on startup. They change what values your endpoints receive, which is the kind of change that passes CI and then shows up as odd data a week later. At Scout Monitoring, we monitor a lot of FastAPI apps, and a loosely pinned fastapi dependency is the most common way these releases will arrive.