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November 3, 2026

Introducing Grepr AI: The harness for proactive operational agents

Grepr AI is a harness for building proactive operational agents that run on your live telemetry, notice every new or changed pattern the moment it appears, and investigate and fix what no alert, rule, or detection was built to catch.

Recommended Articles

Engineering Guides

October 28, 2026

7 Things I’ve Learned Building a Threat Hunter Agent Using Grepr’s Harness

Seven hard lessons from building a proactive threat-hunter agent on Grepr’s harness, from why the LLM has to be the last line of defense to using causal graphs and deterministic checkers to keep it from inventing kill chains.

Engineering Guides

October 9, 2026

OCSF Without the Parsers: How Grepr AI Maps New Log Sources and Catches Schema Drift

Grepr AI maps new log patterns to OCSF, repairs the mapping when a source changes, and tells you exactly what changed, so you never write a parser and your original data stays intact.

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November 5, 2026

Introducing Grepr AI: a recap of my launch talk

A recap of Jad’s Grepr AI launch talk, on why incidents usually come from a change no rule anticipated, how Grepr catches those changes without alerts or thresholds, and a live demo of an agent finding, investigating, and fixing a payment failure.

Blog post featured image

November 3, 2026

Introducing Grepr AI: The harness for proactive operational agents

Grepr AI is a harness for building proactive operational agents that run on your live telemetry, notice every new or changed pattern the moment it appears, and investigate and fix what no alert, rule, or detection was built to catch.

Blog post featured image

Engineering Guides

October 28, 2026

7 Things I’ve Learned Building a Threat Hunter Agent Using Grepr’s Harness

Seven hard lessons from building a proactive threat-hunter agent on Grepr’s harness, from why the LLM has to be the last line of defense to using causal graphs and deterministic checkers to keep it from inventing kill chains.

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Engineering Guides

October 27, 2026

Why AI Is Insufficient for Threat Hunting

Pointing a frontier LLM at your raw logs to hunt threats falls apart on cost, context, and hallucinated kill chains, which is why effective threat hunting has to filter first and reason second.

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Engineering Guides

October 22, 2026

How AI can Investigate Every New Log Pattern at Scale

Grepr’s pipeline sends only new log patterns to Grepr AI, which investigates each one, cutting the cost from hundreds of millions of dollars a year to thousands.

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October 20, 2026

Jad Naous on The a16z Show: Why AI Can Write Code But Can't Keep It Running

A lot of AI SRE tools start from an alert and backtrack to a root cause, and that is exactly why they don't work.

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December 3, 2025

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

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Announcing the first proactive AI SRE agent

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Announcing the SQL Operator

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Goldsky: 96% Reduction in Datadog Logging Costs

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Best Log Management Tools in 2026: A Realist's Buying Guide

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Best Observability Tools in 2026: What They Really Cost You

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Vector vs Grepr: Comparing Observability Data Pipelines

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Engineering Guides

October 28, 2026

7 Things I’ve Learned Building a Threat Hunter Agent Using Grepr’s Harness

Blog post featured image

Engineering Guides

October 27, 2026

Why AI Is Insufficient for Threat Hunting

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Engineering Guides

October 22, 2026

How AI can Investigate Every New Log Pattern at Scale

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November 5, 2026

Introducing Grepr AI: a recap of my launch talk

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October 20, 2026

Jad Naous on The a16z Show: Why AI Can Write Code But Can't Keep It Running

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October 15, 2026

What the former 7-Eleven CTO taught us about observability ROI

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Product Features

September 11, 2026

Run analytical queries on your data lake, right from the Grepr UI

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Product Features

September 10, 2026

We Pointed the Grepr Agent at Our Own Cluster. Here's What It Found.

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Product Features

September 8, 2026

Introducing Agent Sessions: See how your org actually uses AI coding agents (Preview)

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How to Retain Raw Telemetry Data for HIPAA Compliance Without Breaking Your Budget

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The Observability Data Hoarder's Guide to Letting Go

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APM Traces vs. Application Logs: What's the Difference and Why It Matters