Mon.Jun 16, 2025

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Driving AI-powered observability to action

Dynatrace

As digital technologies have become ever more embedded within mission-critical services and customer-facing channels, observability has been elevated into a strategic business requirement. Organizations can no longer rely on manually monitoring the performance and availability of their applications and infrastructure. They need a real-time, end-to-end view of IT systems’ behavior and its direct impact on business outcomes, such as customer experience, conversions, and revenue.

Logistics 222
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Mastering Kubernetes Observability: Boost Performance, Security, and Stability With Tracestore, OPA, Flagger, and Custom Metrics

DZone

In modern microservices architectures, achieving comprehensive observability is not just an option—it's a necessity. As applications scale dynamically within Kubernetes environments, tracking performance issues, enforcing security policies, and ensuring smooth deployments become complex challenges. Traditional monitoring solutions alone cannot fully address these challenges.

Metrics 100
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Integrating Repmgr with Barman: Managing Backups During Switchovers

Percona

Repmgr is an open source tool suite for managing replication and failover in a cluster of PostgreSQL servers. It enhances PostgreSQL’s built-in hot-standby capabilities with tools to set up standby servers, monitor replication, and perform administrative tasks such as failover or manual switchover operations.

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MCP: What It Is and Why It Matters—Part 4

O'Reilly

This is the last of four parts in this series. Part 1 can be found here , Part 2 here , and Part 3 here. 9. Future Directions and Wishlist for MCP The trajectory of MCP and AI tool integration is exciting, and there are clear areas where the community and companies are pushing things forward. Here are some future directions and “wishlist” items that could shape the next wave of MCP development: Formalized security and authentication: As noted, one of the top needs is standard security mechanisms

Servers 54