Grepr Blog


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

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
A cheerful beaver sits at a picnic table in a sunlit forest, stacking gold coins on a red-and-white checkered cloth, with trees and greenery in the background.
Product Features

Control Observability Costs Without Dropping Data

Grepr uses AI and semantic analysis to reduce observability data by 90% while retaining complete visibility for faster, more cost-efficient incident response.
August 20, 2025
A beaver in a forest uses a small stick to carve the words “LIVE EDIT” into a log, with sunlight filtering through the trees behind it.
Announcements

Announcing Live Edit

Grepr’s Live Edit lets you test and validate pipeline changes safely in a temporary clone, so you can fine-tune processing without affecting live data.
August 14, 2025
A beaver sits at the entrance of a wooden water channel built through a small dam of logs and branches, surrounded by reflections of trees in the calm water.
Product Features

Automatic Backfill

Grepr automates backfill with webhooks and rule-based triggers, restoring full log data on demand for faster, more efficient incident investigation.
August 12, 2025
A beaver wearing work overalls uses a wrench to repair a large engine inside a well-lit workshop, surrounded by scattered tools and mechanical parts.
Product Features

Why We Call Grepr A “Data Engine”

Grepr’s Intelligent Observability Engine uses pipelines, clustering, and adaptive sampling to process and reduce log data by up to 90% while preserving full visibility.
August 7, 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

Case Study: How FOSSA Reduced Their Logs by 95% Without Burdening Their Engineers

FOSSA cut Datadog logging costs by 95% with Grepr, keeping full visibility and dashboards intact while scaling their software supply chain platform.
July 30, 2025

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