AI Tool for Troubleshooting Program Hangs

Let your AI agent analyze logs and diagnostics to reveal exactly where your application is stalling—no more endless guesswork or switching between screens.

You spend hours as a software engineer digging through endless log files in Splunk, running ping tests in PowerShell, and cross-checking CPU stats in Task Manager just to find out why your code hangs. Every minute wasted on manual checks is time not spent building features. The constant context switching slows you down and makes you dread troubleshooting sessions.

An AI agent that pinpoints which system component—network, CPU, workstation, or peripheral—is causing your code to freeze, using log analysis and diagnostics.

What this replaces

Pull error logs from Splunk and manually search for timeouts
Run ping and traceroute commands in PowerShell to check network latency
Check CPU and RAM usage in Windows Task Manager for bottlenecks
Review hardware status in Device Manager for peripheral failures
Document troubleshooting steps in Confluence after each incident

The hidden cost

What this is really costing you

In technology companies, software engineers and DevOps teams often lose hours each week tracking down the root cause of application freezes. The process involves pulling logs from Splunk, running diagnostics in Windows Event Viewer, and manually checking hardware status in Device Manager. This fragmented workflow disrupts deep work and delays critical releases.

Time wasted

1.5 hrs/week

Every week, burned on work an AI agent handles in minutes.

Money lost

$4,500/year

In salary, missed revenue, and operational drag — annually.

If you keep ignoring it

Ignoring this leads to missed deployment deadlines, increased bug reports from QA, and frustrated end users who experience repeated crashes.

Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.

Return on investment

The math speaks for itself

Today — without agent

1.5 hrs/week

of manual work

$4,500/year/ year

With your AI agent

15 min/week

agent-handled

$750/year/ year

You save

$3,750/year

every year, reinvested into growing your business

Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.

Jobs your agent handles

What this agent does for you

Complete jobs, handled end-to-end — so your team focuses on what matters.

Narrowing Down a Program Hang

You ask your agent to check if the CPU or a specific peripheral is causing your program to freeze during execution.

Verifying Network Responsiveness

You ask your agent to determine if network delays are preventing your application from receiving data.

Troubleshooting Workstation Issues

You ask your agent to analyze logs and diagnostics to see if a workstation is failing to process instructions.

Documenting an Investigation

You ask your agent to generate a detailed summary of the troubleshooting steps and findings for your team.

How to hire your agent

1

Connect your tools

Link your existing development environments, log repositories, and system monitoring utilities.

2

Tell your agent what you need

Type: 'Check if my program's instructions are reaching the CPU or if the network is blocking execution.'

3

Agent gets it done

Receive a clear diagnostic report specifying which system component is not responding and supporting evidence.

You doing it vs. your agent doing it

Run diagnostics and check logs on each component separately.
Agent analyzes data and pinpoints the failing component in one report.
1 hr/week
Manually read through multiple log files and extract relevant errors.
Agent parses logs and summarizes key issues instantly.
20 min/week
Write down each step and finding for future reference.
Agent generates a detailed investigation record automatically.
15 min/week
Switch between multiple utilities to compare results.
Agent consolidates outputs and highlights discrepancies in one place.
15 min/week

Agent skill set

What this agent knows how to do

Log Analysis from Splunk

Scans Splunk log exports for errors, timeouts, and crash events, then highlights the likely source of program hangs.

Network Diagnostics Execution

Runs ping and traceroute commands on request and summarizes network delays or unreachable endpoints.

Hardware Status Checks

Reviews data from Windows Device Manager and Task Manager to identify failing CPUs, RAM, or peripherals.

Root Cause Summarization

Compiles a single-page report linking log evidence, diagnostics, and hardware checks to the responsible component.

Troubleshooting Documentation

Generates a step-by-step record of the investigation, ready to paste into Jira or share with your team.

AI Agent FAQ

Yes, your agent can process exported logs from Splunk, Windows Event Viewer, and syslog files. Simply upload the files or connect via approved channels, and the agent will extract relevant errors and timeouts.

Absolutely. The agent supports diagnostics from AWS CloudWatch, Azure Monitor, and on-premise servers. You can provide outputs from any environment for analysis.

All log and diagnostic data is encrypted in transit using TLS 1.3. Nothing is stored after your session ends unless you choose to download the report. The agent never shares your information with third parties.

Yes, you can upload diagnostic results from several machines. The agent will cross-reference logs and highlight which workstation or component is responsible for the issue.

The agent analyzes logs and diagnostics you provide but cannot access systems directly without your setup. Multi-language log parsing is available for English; support for other languages is in development.

See how much your team could save with AI

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