Grepr Blog


Read the latest news and articles on the industry, our product, and company.

Abstract technology visualization showing dense raw log data streams in violet and blue on the left flowing through a central machine learning aggregation node, transforming into clean organized data streams in green and teal on the right, with a storage layer at the bottom representing pattern aggregation and cost optimization
Product Features

Using Grepr With Grafana Cloud

Grepr cuts Grafana Cloud log costs by up to ninety percent through a simple configuration change that redirects your existing shippers to use semantic machine learning for automatic pattern aggregation while preserving all raw data in low cost storage.
November 30, 2025
Abstract technology visualization showing unstructured legacy log data as irregular text-like lines in orange and violet on the left, flowing through a central hexagonal AI recognition processor with radiating analysis beams, transforming into organized structured data field blocks in green, teal, and blue on the right
Product Features

Grokking With Grepr

Grok lets teams fill the gaps when automatic field detection misses something, giving Grepr a simple way to extract key details from unstructured logs and keep data accurate.
November 25, 2025
Abstract technology visualization showing normal compressed log streams in purple and teal flowing steadily across the top, with a red alert incident point at center triggering a radial burst effect that activates dense raw log streams in violet, blue, orange, and teal flowing outward, representing on-demand full log access during incidents while maintaining everyday log reduction
Product Features

Understanding Pipeline Exceptions in Grepr

Grepr pipeline exceptions let engineers surface full raw logs on demand during incidents while keeping everyday log reduction in place.
November 11, 2025
Abstract technology visualization showing branching execution paths starting from a single point on the left and expanding through multiple levels in blue, teal, violet, and green, with X marks indicating filtered noise paths and diamond-shaped precision markers highlighting unique captured execution paths at the endpoints, representing high-fidelity observability without noise
Product Features

APM Signature Sampling: Enabling High-Fidelity Observability

Grepr’s Signature Sampling brings high-fidelity observability to modern systems by capturing every unique execution path without the noise or cost of traditional APM.
November 5, 2025
Abstract technology visualization showing agent nodes on the left sending data streams to a central hexagonal control layer with pattern recognition capabilities, which routes filtered valuable data upward to an observability vendor platform in green and complete unfiltered data downward to a layered data lake storage in blue, with X marks showing noise filtering and checkmarks indicating value validation
Events

Webinar Recap: How Fossa Saved 90% On Datadog Observability Costs with Grepr

FOSSA cut Datadog observability costs by over 90% with Grepr, reducing log volume instantly while keeping full visibility, no workflow changes, and zero data loss.
November 1, 2025
Abstract technology visualization showing an observability pipeline with three stages: collection sources for logs, metrics, and traces in violet, blue, and teal converging from the left, flowing through a central hexagonal transformation processor with internal routing nodes, then splitting into two output paths with sparkle markers indicating high-value data routing to analysis tools in green above and box markers indicating long-term data routing to layered storage in blue below
Engineering Guides

What Is an Observability Pipeline (and Why It Matters More Than Ever)

Modern observability generates too much telemetry data and too little insight, and Grepr solves this by providing an intelligent observability platform that automates data processing, routing, and storage to cut costs by over 90% while preserving full visibility.
October 27, 2025
Abstract technology visualization showing a central hexagonal protected system surrounded by four concentric defensive shield layers in blue, teal, violet, and green, with red and orange threat indicators in the corners launching attack paths that are deflected by the shields creating impact bursts, continuous green operational streams flowing vertically through the protected core, monitoring nodes positioned around the perimeter with connections to center, and bidirectional recovery arrows indicating system resilience and continuity during disruptions
Engineering Guides

How DORA Redefines Logging and Observability

Grepr enables financial institutions to stay compliant with DORA by maintaining full log visibility and audit readiness at a fraction of traditional costs.
October 17, 2025
Abstract technology visualization showing three large operational use cases across the canvas: left zone displays real-time application troubleshooting with a large pulsing red alert node receiving live data streams from multiple angles connecting to an orange response action panel below, center zone shows retrospective investigation with a violet timeline containing historical data points and large magnifying glass icon above leading to an analysis results panel below, right zone features continuous compliance validation with a large green shield containing a checkmark surrounded by validation nodes in a circle connecting to a compliance report panel below, all three zones interconnected by thick flowing orange and teal data paths
Case Studies

How Jitsu Cut Logging Costs by 90% While Managing Millions of Shipments Generating 400 Logs Each

Jitsu used Grepr to cut Datadog log volume and costs by over 90 percent while keeping complete visibility, fast troubleshooting, and 13-month log retention.
September 30, 2025
Abstract data visualization showing multiple orange and amber curved lines flowing from the left side of the image, converging through a glowing hexagonal node at center-right, then emerging as fewer, bolder streams flowing to the right. Dark blue-gray background with subtle grid pattern and scattered particle dots. The composition illustrates data filtering and consolidation, with many inputs becoming fewer optimized outputs.
Product Features

Utilize Cloudflare Logs For Cost Optimization

Grepr integrates with Cloudflare to reduce log volume and costs while retaining complete visibility into traffic, performance, and security insights.
September 15, 2025
A beaver standing on a grassy riverbank presses its paws against a log, with a small Kubernetes logo appearing in the upper corner of the image.
Product Features

Monitoring Kubernetes Audit Logs

Grepr helps teams gain clear visibility into Kubernetes audit logs by filtering noise, detecting anomalies, and keeping observability costs low.
September 5, 2025
A beaver sitting outdoors on a rock wearing a blue Splunk T-shirt, looking forward with a calm expression in natural light.
Product Features

Use Grepr With Splunk

Grepr connects seamlessly with Splunk, using machine learning to cut log volume and costs by 90 percent while preserving full data access and visibility.
August 29, 2025
A beaver wearing denim overalls builds a small log structure beside a calm lake surrounded by pine trees, with soft sunlight highlighting the scene.
Product Features

Structured Logging - What It Is and Why You Need It

Structured logging turns unstructured text logs into clear, queryable data that improves visibility, collaboration, and operational efficiency.
August 25, 2025

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