Monitoring on pyToshka's DevSecOps Blog

Wazuh + AWS Bedrock: AI Security in Docker (Part 1)

ping@pytoshka.me (pyToshka) — Mon, 16 Mar 2026 00:00:00 +0000

Introduction

In the previous article we embedded a local Ollama model directly into the Wazuh Dashboard chat via ML Commons. That approach provides full control over data with no cloud dependencies. In this series we take a parallel path: using AWS Bedrock - specifically Claude Sonnet 4.5 - as the inference backend, while all security data stays strictly within the local Docker network.

Wazuh LLM: Fine-Tuned Llama 3.1 for Security Analysis

ping@pytoshka.me (pyToshka) — Thu, 02 Oct 2025 00:00:00 +0000

Introducing Wazuh LLM: Why Specialized Security Analysis Matters

In the cybersecurity world, SOC specialists deal with massive streams of security events daily. Analyzing each alert requires deep knowledge, experience, and time. That’s why I created a specialized language model to assist security analysts in their day-to-day operations.

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 4)

ping@pytoshka.me (pyToshka) — Sat, 01 Mar 2025 00:00:00 +0000

Continuing the Series: Integrating a Wazuh Cluster with Ollama - Part 4. Configuration and Implementation

Related: Check out our Wazuh LLM fine-tuned model for specialized security event analysis.

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 3)

ping@pytoshka.me (pyToshka) — Thu, 27 Feb 2025 00:00:00 +0000

Wazuh and Ollama: Part 3. Creating Integration Between Your Wazuh Cluster and Ollama

Wazuh offers vast and nearly limitless possibilities for integration with various systems. Even if a specific feature is missing, you can always create your own custom integration.

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 2)

ping@pytoshka.me (pyToshka) — Wed, 26 Feb 2025 00:00:00 +0000

Wazuh and Ollama: Part 2. Deploying the Wazuh Cluster

Now it’s time to set up Wazuh, which we will integrate with Ollama.

Enhancing Wazuh with Ollama: Cybersecurity Boost (Part 1)

ping@pytoshka.me (pyToshka) — Mon, 24 Feb 2025 00:00:00 +0000

Introduction

Welcome to the first part of our guide on enhancing Wazuh with Ollama!

Meet me

ping@pytoshka.me (pyToshka) — Mon, 01 Jan 0001 00:00:00 +0000

Professional Summary

Senior Site Reliability Engineer with 14+ years building, scaling, and maintaining critical infrastructure across diverse technology environments.