Traces Are Not Your Business Logic
Distributed traces track how your system processed a single request — not what your customers did over time. Confusing the two leads to poorly instrumented systems.
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Icinga Director v1.11.6 Release
We are happy to announce the release of Icinga Director version 1.11.6. This release addresses several important bug fixes and introduces improvements that enhance the overall stability of Icinga Director.
Elephant in the Room, Episode 2: Working with Feature Flags, Read Replicas, and Postgres Analytics
Welcome to Elephant in the Room – presented by Aiven, the live series where we explore the real-world challenges developers face when working with PostgreSQL, the database that everyone depends on but few fully leverage. In Episode 2, Jay Miller, Staff Product Advocate at Aiven, is joined by Alexis Roberson, Senior Developer Educator and feature flag enthusiast, to break down how feature flags help teams ship faster, reduce risk and improve user experiences in PostgreSQL-backed applications.
AI Merge Conflict Resolution + Commit Messages in GitKraken Desktop
AI-assisted merge conflict resolution is changing how developers handle Git workflows. Watch GitKraken Ambassador Kevin Bost demonstrate AI-powered features that eliminate merge conflict dread, clean up messy commit history, and generate contextual commit messages in seconds.
Nexthink AI Drive
By centralizing AI visibility, usage, guidance, and measurement into a single vantage point - AI Drive transforms fragmented AI activity into quantifiable business outcomes.
Use AI to turn any JSON API into a dashboard in minutes with the Infinity data source plugin and Grafana Assistant
The internet is full of fascinating data just waiting to be visualized and queried. And with the latest update to Grafana Cloud, you can start doing it in minutes. Through public APIs, you can access information about global earthquake activity, weather forecasts, music catalogs, and millions of other datasets. And then there's all the data that sits inside company APIs, partner services, and internal platforms that power everyday products and operations.
Bindplane Blueprints for Elasticsearch: Production-Ready NGINX Log Pipelines for Kibana
We've just released new and easy-to-use Bindplane blueprints designed specifically for Elasticsearch as a destination. These blueprints empower teams to quickly transform raw events such as those from NGINX access and error logs into clean, structured, and ECS-compliant data optimized for high-performance visualization in Kibana.
Signal-Driven Error Monitoring: Detecting and Debugging Reactive Failures in Angular
Angular's Signal-based reactivity model represents one of the biggest paradigm shifts the framework has seen since Ivy. By replacing the asynchronous push-pull model of RxJS with synchronous, localized updates, Signals make state management both simpler and faster. But this new simplicity hides a subtle danger: when something breaks inside your reactive graph, it often does so silently. A computed value might stop updating. An effect might fire indefinitely.
Don't Panic: A Low-Risk Strategy for Ingress NGINX Retirement
The Ingress NGINX project is winding down. For many organizations, this means planning a migration for critical infrastructure. While the HAProxy Kubernetes Ingress Controller is the natural successor for these workloads, a "rip and replace" strategy isn’t always viable. You might have complex configurations, customized annotations, or deployment freezes that make a sudden switch risky. There's a lower-risk path: Place HAProxy in front of your existing Ingress NGINX deployment.
Open Source Liquibase MongoDB Native Executor by Harness | Harness Blog
Harness is strengthening the open Liquibase ecosystem by introducing a native MongoDB executor that removes long-standing limitations for Community Edition users. It enables teams to run MongoDB scripts, generate changelogs, and integrate database workflows into CI/CD without relying on paid extensions. The initiative reinforces open collaboration while making MongoDB-based database DevOps more accessible, consistent, and production-ready.