Operations | Monitoring | ITSM | DevOps | Cloud

REST v. GraphQL v. gRPC #speedscale #developers #softwaredevelopment #shorts #softwaretesting #api

When it comes to building APIs and enabling communication between different software components, three prominent architectural styles and frameworks often come up: REST, GraphQL, and gRPC. Each has its own approach, strengths, and weaknesses, making them suitable for different use cases.

Use AI to resolve CI test failures with zero guesswork

Test failures are inevitable. A broken condition, a missed edge case, or a last-minute refactor can trip up even the most careful changes. That’s part of shipping software. What shouldn’t be part of the job is spending half your afternoon parsing logs and chasing down the root cause. Now, there’s a faster way. This guide shows how to use the CircleCI MCP server to identify, understand, and resolve failing tests in a CI/CD build without ever leaving your editor.

Streamline your LangChain deployments with Langserve on GCP

Deploying Large Language Model (LLM) applications can transform ideas into valuable services. But, deployment challenges can slow down even experienced developers. In this tutorial, you will build and deploy a LangChain application using LangServe and CircleCI on Google Cloud Run. You will create a text summarization tool powered by Google’s Gemini model. You will use Langserve to expose it as an API. You will automate testing and deployment to Google Cloud Run using CircleCI.

Monitor the full end-user experience: k6 browser checks in Synthetic Monitoring are generally available

We continue to evolve Grafana Cloud Synthetic Monitoring to help you simulate even the most complex transactions and user journeys, and proactively monitor the performance of your web applications and APIs. In line with this effort, we’re excited to share that k6 browser checks in Synthetic Monitoring are now generally available.

Densify and Nutanix Partner to Deliver AI-Driven, Fully Automated Kubernetes Optimization

We’re thrilled to announce our partnership with Nutanix, integrating Densify’s AI-powered Kubernetes optimization solution, Kubex, with the Nutanix Kubernetes Platform (NKP). This collaboration brings together two leading technologies to radically improve how enterprise Kubernetes environments are managed—through AI-driven insights and end-to-end automation of resource optimization.

Top Microsoft Teams Metrics: How to Measure & Improve Call Quality

As an IT professional, you know that Microsoft Teams is only as good as the network it runs on. Poor call quality (choppy audio, frozen video, or sudden disconnections) can disrupt productivity and frustrate users. But how do you pinpoint the root cause? The answer lies in monitoring Microsoft Teams performance metrics.

Dynamic Demands, Dynamic Solutions: IT's Role in the Next AI Workflow Evolution

I have just finished reviewing the Microsoft Work Trend Index Annual Report for 2025, which offers fascinating insights into the next wave of organizational evolution. I am particularly excited about the section titled ‘Journey to the Frontier Firm’ and what is possible in phase three, where employees will harness the power of multiple AI agents, creating an ‘agentic swarm’ capable of executing tasks at a scale and speed previously unimaginable.

Enhancing Service Request Workflows with Automation for ITSM and Neurons

Enhancing Service Request Workflows with Automation, ITSM, ITAM and LOB 2025 Neuron spots integration updates improve service request workflows by enabling automation through bots. Users can now utilize a self-service UI to request software distribution by selecting devices and submitting requests. The workflow includes approvals and other steps, focusing on software distribution. A dedicated bot automates application distribution, triggered by service requests, showcasing the broader potential of automation bots.

ScienceLogic Named a Leader in AIOps: Paving the Way for Autonomous IT Operations

The challenges plaguing IT operations are not new. The exponential growth of hybrid and multi-cloud environments, increasing data volume, complexity, and accelerating pace of change have made traditional approaches to IT operations unsustainable.

Shift Left: The Public to Private Cloud Evolution

We're taking a look at our clients' journey to a hybrid-cloud architecture, exploring the benefits private cloud boasts over public, and how this helps an organisation's digital transformation. In a previous post, we explored the drivers behind an organisation moving from an on-premise strategy to the use of private clouds.