Grepr Blog


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

Product

How Grepr Handles Trace Logs

Grepr helps companies lower observability costs while keeping engineers' workflows unchanged. A key feature is its ability to ensure full logs for a sampled set of traces, even with log aggregation and sampling in place. Users can specify how much of their data to sample and provide trace ID paths to identify relevant logs. Grepr's system uses intelligent sampling, backfilling, and a rule engine to collect and process trace logs efficiently. To optimize performance and memory, it evolved from a basic set-based approach to a scalable design using Bloom filters and a custom resizing Bloom filter. This allows Grepr to maintain high throughput while managing memory use effectively, ensuring reliable trace log visibility.
May 14, 2025
Product

Using Grepr To Reduce Logging Costs

Discover how Grepr's intelligent log management solution can reduce your logging costs by 90% without sacrificing visibility. Our two-tier storage system uses machine learning to identify patterns and store less critical logs in low-cost storage, while maintaining immediate access to important data. When incidents occur, Grepr's dynamic backfill feature automatically retrieves relevant logs to your existing tools. Implement smarter logging today without changing your workflows or compromising on troubleshooting capabilities.
April 25, 2025
Image of a plant sprouting from dirt
Product

Dirt-cheap, infinite, queryable storage

Storing logs long-term doesn't have to be super expensive. Using a data lake can reduce storage costs by more than 90% while still keeping the logs queryable and immediately accessible.
April 23, 2025
Image of a dam letting out some water
Product

Three Advanced Techniques to Reduce Logging Costs - Part II

This post describes advanced techniques to reduce log volume: automatic sampling by pattern, logarithmic sampling by pattern, and sampling with automatic backfilling.
February 11, 2025
Kayak on a data lake icon
Product

6 ways Grepr Optimizes the Logs Data Lake

This blog discusses 6 ways that the Grepr Data Lake is optimized for logs.
April 21, 2025
Digital art showing pipeline and streams
Product

Four Basic Techniques to Reduce Logging Costs - Part I

This blog reviews basic techniques to reduce logging volumes. These are available in most log aggregation systems.
February 5, 2025
Grepr logo
Announcements

Announcing Grepr: Observability for the modern complex world

Announcing our raise from Andreessen Horowitz and boldstart ventures to tackle the exponentially growing cost of observability without forcing migrations. Grepr combines machine learning with an observability data lake to reduce costs by 90% with minimal effort.
January 22, 2025

Get started free and see Grepr in action in 20 minutes.