Debugging on Samuel Matildes - Knowledge Base

Before You Scale: Why Software Optimization Beats Hardware Every Time

Mon, 02 Feb 2026 00:00:00 +0000

Before You Scale: Why Software Optimization Beats Hardware Every Time

Summary

When your application crashes with an Out-of-Memory (OOM) error, the instinctive response is often: “Let’s add more RAM.” In the age of cloud computing where resources are just a slider away, this approach has become the default. But what if I told you that a 30-minute code investigation could reduce your memory usage by 95%—turning a 3GB memory spike into 150MB?

Why Kernel Crash Dumps Are Critical for Root Cause Analysis

Tue, 14 Oct 2025 00:00:00 +0000

Postmortem Kernel Forensics with vmcore

Summary

When the Linux kernel panics, there is no userspace stack, no application logs, and often no intact filesystems. The only canonical, lossless record of the kernel’s terminal state is the crash dump (vmcore). Without vmcore, you are constrained to heuristics and guesswork; with vmcore, you can deterministically reconstruct CPU state, task scheduling, memory allocators, locks, timers, and subsystems at the exact point of failure. This is the difference between timeline narratives and hard proof.

Enabling Automatic Kernel Crash Collection with kdump

Mon, 13 Oct 2025 00:00:00 +0000

Automatic Enablement of Kernel Crash Dump Collection with kdump-enabler

This article explains how to automatically enable and configure kernel crash dump (kdump) collection on Linux systems using the kdump-enabler script. This approach works across multiple distributions and simplifies the process of preparing your system to collect crash dumps for troubleshooting and analysis.

Overview

kdump-enabler is a Bash script that automates the setup of kdump:

Installs required packages
Configures the crashkernel parameter in GRUB
Enables and starts the kdump service
Sets up SysRq for manual crash triggering
Creates backups of configuration files before changes
Supports Ubuntu, Debian, RHEL, CentOS, Fedora, openSUSE, Arch Linux, and more

Prerequisites

Root privileges (run with sudo)
systemd-based Linux distribution
GRUB bootloader
Sufficient disk space in /var/crash for crash dumps

Installation

Clone the repository and run the script: