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AI-Powered Kernel Analysis

Linux Dmesg Analyzer

Upload any dmesg output. Get instant AI analysis of kernel panics, driver errors, and subsystem issues across any Linux distribution.

What is Dmesg?

Dmesg (diagnostic message) shows the kernel ring buffer - a log of all kernel messages since boot. It contains critical information about hardware detection, driver initialization, and system errors that user-space logs never see.

Kernel Severity Levels

Understanding what kernel messages mean for your system

Kernel panic

System halt - unrecoverable error requiring reboot

Oops

Recoverable kernel error - system may continue

BUG:

Kernel assertion failed - unexpected state detected

warning

Non-critical issue - system continues normally

Kernel Subsystems

Block I/O

Disk drivers, filesystems, storage errors

Networking

Network drivers, protocol stack, connectivity

Memory

OOM killer, memory allocation, page faults

CPU

Scheduling, frequency scaling, thermal

Drivers

Device drivers, module loading, firmware

USB

USB devices, hubs, enumeration

Power

ACPI, suspend/resume, power states

Security

SELinux, audit, security modules

Why Kernel Log Analysis Is Hard

Kernel messages require deep system knowledge to interpret

Cryptic Messages

Kernel messages use abbreviations, hex addresses, and internal terminology. 'BUG: unable to handle page fault' - what does it mean?

No Wall-Clock Time

Default dmesg shows seconds since boot, not actual time. Correlating with other logs requires manual timestamp conversion.

Kernel Panics & Oops

When the kernel crashes, the stack trace is cryptic. Identifying the failing driver or subsystem requires expertise.

Subsystem Complexity

Is it a driver bug, hardware failure, or configuration issue? Kernel subsystems interact in complex ways.

The Real Cost of Manual Analysis

  • Hours reading kernel documentation to understand messages
  • Trial and error with driver versions and kernel parameters
  • Stack Overflow searches that don't match your exact issue
  • Expensive hardware replacements for software issues
  • Production downtime while diagnosing boot failures

How logcat.ai Solves This

AI-powered kernel analysis that explains what went wrong

Deep Research

Ask 'What caused this kernel panic?' AI traces through subsystems Correlates events and references docs Multi-architecture support

Panic Detection

Automatic kernel panic/oops detection Stack trace analysis Failing module identification Severity classification

Subsystem Grouping

Messages organized by subsystem Timeline visualization Block I/O, networking, memory, drivers Quickly find related issues

Quick Search

Natural language queries 'Show USB errors' - instant results No kernel expertise required Answers in under 5 seconds

Need the Complete Picture?

When kernel issues might be caused by Android framework or apps, bugreport captures everything.

Kernel Focus

Perfect for debugging specific drivers, modules, and kernel-level issues in isolation.

Ideal for kernel & driver debugging

Full System View

When you need to see how app behavior triggers kernel issues or correlate across all system layers.

  • Kernel logs + framework logs + app logs in one place
  • See how app behavior triggers kernel issues
  • Correlate SELinux denials with crashes
  • Timeline spanning all system layers
Try Bugreport Analyzer

How It Works

Four steps from kernel logs to root cause

dmesg
[ 0.000000]Linux version 5.15.0
[ 1.234567]hub 1-0:1.0: unable to enumerate
[ 2.345678]BUG: unable to handle page fault
1

Capture Kernel Logs

Upload dmesg output, boot logs, or kernel ring buffer

2

Detect Anomalies

logcat.ai spots kernel panics, oops, warnings, and errors

3

Map to Subsystems

Group issues by driver, module, or kernel component

4

Root Cause Analysis

Identify whether issues are hardware or software related

Root Cause Identified
Subsystem: USB/DWC3 Controller
Error: Hub resume timeout
Cause: Power management race

Deep Research

Watch how AI finds upstream patches for kernel issues

Kernel Root Cause + Patch Lookup

Search kernel.org, AOSP, and vendor repos automatically

"What caused this kernel panic?"
Parse Kernel Msgs
Identify Subsystem
Search Upstream
Find Patch
Upstream Patch Found

commit 5a3f8bc2d1e

kernel.org • mm: fix race in page_alloc
AI searches kernel.org, AOSP, and vendor repos for applicable patches

Who Uses This

Built for anyone debugging Linux systems

Kernel Developers

Debug custom kernels. Trace driver issues. Understand panics. Test across architectures.

Embedded Engineers

IoT devices, Raspberry Pi, custom boards. Debug boot issues, driver compatibility, hardware bring-up.

System Administrators

Server troubleshooting. Hardware failures. Performance issues. Production incident response.

Frequently Asked Questions

Everything you need to know about kernel log analysis

We support raw `dmesg` command output, `journalctl -k` kernel logs, `/var/log/dmesg` and `/var/log/kern.log` files, serial console captures, and kernel logs extracted from Android bugreports. The parser handles different timestamp formats and kernel versions automatically.

Quick Search answers kernel questions in under 5 seconds. AI Insights analysis that identifies panics, oops, and driver issues completes in 3-4 minutes. Deep Research investigations that trace issues through subsystems and reference kernel documentation take 5-10 minutes depending on complexity.

Our AI detects kernel panics and oops with full stack traces, BUG and WARNING messages with call chains, OOM kills with memory allocation details, driver probe failures and initialization errors, hardware errors (ECC, PCIe, USB), boot failures and device tree issues, and subsystem-specific problems in networking, storage, and memory management.

All Linux distributions are supported including Ubuntu, Debian, Fedora, RHEL/CentOS, Arch, Alpine, openSUSE, and any custom Linux build. We also support Android kernel logs, ChromeOS, and embedded Linux systems. The kernel log format is standardized across distributions, so if Linux runs it, we can analyze it.

Your kernel logs are protected with encryption in transit (TLS 1.3) and at rest (AES-256). Files are automatically deleted after 90 days, with immediate deletion available on request. We never use your data for AI training. Enterprise plans offer on-premise deployment for air-gapped or regulated environments.

Yes - we support all major architectures including ARM (32/64-bit), x86/x64, MIPS, RISC-V, and PowerPC. Works with embedded build systems like Yocto, Buildroot, OpenWrt, and custom Linux configurations. Whether you're debugging a Raspberry Pi, industrial IoT device, or custom SoC, our parser handles it.

Stop Guessing, Start Debugging

Let AI explain your kernel logs