Coralogix

A well-instrumented service tells your on-call engineer which deploy broke checkout, which span ate the latency budget, and which line to revert before the support queue fills up. Getting there depends on how cleanly your application performance monitoring layer turns telemetry into answers. The sections ahead walk through how APM works, the metrics and components […] The post What Is APM? A Guide to Application Performance Monitoring appeared first on Coralogix .

The fastest incident response teams treat coordination as a craft. Someone owns the call, drives the decisions, and keeps everyone moving in the same direction while the team puts the system back together. That person is the incident commander (IC), and getting the role right is what separates your 15-minute fix from a four-hour war […] The post What Is an Incident Commander? Role, Skills, and Best Practices appeared first on Coralogix .

OpenTelemetry made telemetry possible everywhere – turning observability pipelines into distributed production infrastructure. Distributed infrastructure requires a control plane for inventory, governance, and safe change.  At 500 collectors across hybrid environments, operational overhead becomes a production risk. The moment telemetry pipelines become a distributed infrastructure, they inherit the operational problems of one. The Reality of […] The post Managing OpenTelemetry at Scale: Why OTel Pipelines Need a Control Plane appeared first on Coralogix .

In the world of observability, “cardinality” has become a heavy word. It is a ghost used to justify skyrocketing bills or degraded query performance. When cardinality rises, the advice is almost always the same: reduce it. Drop your labels, or   reduce the dimensions. It is usually framed as “optimization.”  Every label you add to […] The post The cost of knowledge appeared first on Coralogix .

This article is a high-level overview of the Coralogix CLI. For a deeper look at how it works in practice, read the full technical deep dive here. Agent-driven investigation sounds simple: read the alert, query the data, return the cause. In reality, most agents either overload their context window with raw logs or guess at […] The post Introducing the Coralogix CLI: Headless Observability for Every Agent appeared first on Coralogix .

Material Event filed 2026-05-05

The new interface into production telemetry is a tool call, made from whichever agent runtime the operator happens to be using at that moment. A finance lead in Claude Code, a product manager in Cursor, an engineer in Codex. Three different jobs, three different agents, three different reasoning loops. The thing they have in common […] The post How the Coralogix CLI Adds Production Intelligence to Any Agent for Any Use Case appeared first on Coralogix .

eBPF and DB Monitoring Series Blog 2 In high-throughput database environments, a latency spike is rarely a simple story. Modern data layers are distributed, stateful, and constantly changing as shards move, nodes rebalance, caches warm, queries evolve, and connections churn. In practice, spikes usually come from one of three places:  For many SRE and Platform […] The post Real-Time Database Monitoring: Solving Database Latency with Zero-Code eBPF Tracing appeared first on Coralogix .

Incident response has a well-known efficiency problem. The tools teams use to detect and investigate issues are often disconnected from the tools they use to manage and resolve them. Engineers spend a significant portion of each incident switching between platforms, assembling context that should already be at hand. Even when the data is available, correlating […] The post Coralogix and Atlassian: Full-Stack observability inside the incident workflow appeared first on Coralogix .

The first two weeks of Claude Code are exciting. The third week is when you realize you don’t have visibility into what it’s doing or what it’s costing you.  You would not run a production service without metrics, logs, and dashboards or deploy an API without knowing its latency, error rate, or cost per request. […] The post Your Team is Using Claude Code. Do You Know What It’s Costing You? appeared first on Coralogix .

Kotak811, the digital-first engine of Kotak Mahindra Bank, is a banking platform serving over 23 million users across India. Since its launch in 2017, Kotak811 has transformed into the bank’s primary growth driver, now accounting for 70% of all new customer acquisitions. The platform is widely recognized for offering a paperless, mobile-first experience, providing everything […] The post How Kotak811 Revolutionized Digital Banking Observability with Coralogix appeared first on Coralogix .