Grepr Blog


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

Abstract visualization of data flow through an intelligent log processing system, showing incoming blue data streams being filtered through a central processing core, then split into red high-signal streams directed to premium platforms and green low-signal streams routed to cost-effective storage
Engineering

Why First Mile Log Processing Reduces Costs Before Ingestion

First mile log processing with Grepr filters and routes logs before they reach expensive observability platforms, reducing costs by 90% while preserving 100% visibility by sending high-signal data to premium platforms and routing routine logs to low-cost storage.
January 2, 2026
Abstract visualization of log data streams with redacted sections, featuring geometric patterns and flowing lines in purple and teal tones representing data security and observability
Engineering

Remove Sensitive Data From Your Logs With the SQL Transform

Grepr's SQL transform enables real-time redaction of sensitive data like passwords from log events before they reach your data lake or monitoring platform, using familiar SQL syntax within your log processing pipeline.
December 29, 2025
Abstract high-fidelity technology landscape showing flowing data streams in blue, teal, violet, and green with interconnected network nodes, geometric light layers, and rising signal indicators representing observability data flow and infrastructure scale
Events

Three Weeks, Three Conferences, One Clear Message About Observability Costs

Across KubeCon, AWS re:Invent, and Gartner's IT Infrastructure conference, one message was consistent: observability costs are rising faster than value, and teams need high-signal data that supports AI scale, infrastructure decisions, and budget accountability.
Abstract visualization of data pipeline stages with flowing connections between zones, validation checkmarks, and node points in purple, teal, and green tones representing pipeline testing and data flow
Product

Grepr Live View: Test Pipeline Changes with Production Data

Live View clones your production pipeline so you can test configuration changes against real data streams without any deployment risk.
December 10, 2025
Graphic showing the Gartner Cool Vendor 2025 badge on the left and the Grepr logo on the right, displayed on a blue background.
Announcements

Grepr Recognized by Gartner as a Cool Vendor for AI Driven Operations

Grepr was recognized by Gartner as a Cool Vendor in AI for IT Operations for its ability to give AI driven systems cleaner signal, lower cost, and real-time pattern detection that powers advanced LLM workflows.
December 3, 2025
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

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

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.
Abstract technology visualization showing normal compressed log streams in green 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

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.
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

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
Case Study

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.
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

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

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

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