Operational Pain, Turned Into Tools.

This is where recurring problems become scripts, utilities, web applications, and occasionally open-source projects.

Some tools are polished. Some are experimental.

Most exist because I got tired of doing something repeatedly.

View the Bench GitHub

On The Bench

Every tool here exists because some repeated task became annoying enough to fix. The solution should never become more complicated than the problem requires.

Status: Live

Timesheet

Source Available

Annoyance

Daily timesheets are easy to forget when logging them takes more attention than the work itself.

Intent

Make time tracking ultra easy, no-brain-use, and usable even on busy days.

Tool

A personal tracker for monthly customer/project logs, kept local because one-person tracking did not need a shared system.

Useful parts

Start/stop timer
Quick manual entries
Monthly CSV export
Local backup/import
Backup reminders

Live Application GitHub Repository

Status: Active

Fixed Assets Survey

Source Available

Annoyance

Asset surveys should focus on collecting evidence, not managing paperwork.

Intent

Keep barcode scans, photos, notes, and exports tied to the same survey record.

Tool

A mobile-first survey utility with just enough persistence for metadata and photo evidence.

Useful parts

Barcode scan or manual entry
Asset and sticker photos
Duplicate check
CSV and photo review export
Shared-PIN access

GitHub Repository

Status: Live

Asset Tag Generator

Annoyance

Printable labels should not send people back to spreadsheet templates.

Intent

Make barcode label sheets fast and predictable enough that manual layout work stops being worth it.

Tool

A client-side label generator for asset tags and inventory labels, because printing sheets did not need shared storage.

Useful parts

ONE/BOS A9
30 labels per sheet
Custom sheet layout
CSV / pasted values
Printable output

Live Application

The Problem Came First

I rarely start with an idea for software.

Most tools start with irritation.

A repetitive task. A fragile process. An operational shortcut that should have existed already.

Once the friction becomes large enough, building a tool becomes easier than repeating the work.

Sometimes it becomes a script.

Sometimes it becomes a web application.

Sometimes it becomes an open-source project.

Most of the time it simply makes work better.

Workshop Method

Engineering is not about building software.

It is about understanding a problem, measuring it, building a tool, and improving the system.

Software just happens to be the material I use most often.

The goal is always a better system.

Understand the work
Measure the problem
Build a tool
Use it in the real world
Improve it
Share what is useful

What's Currently on the Bench

Loose parts, active builds, and notes that have not settled into finished tools yet.

Building

Tools being assembled

Asset Tag Generator
Echo MCP
Fixed Assets Survey

Thinking About

Problems under inspection

AI-assisted tool building
Operational automation
Founder architecture

Reading

Input material

Current books, articles, and research notes that help explain systems, tools, and long-term work.

Share What Is Useful

All public projects are available through GitHub.

Open source remains part of the lab because useful tools are easier to trust, reuse, and improve when the source is visible.

Connect on GitHub

About This Workshop

This is where small tools end up.

Most projects here started as real problems: a repetitive task, a missing utility, or something that was simply easier to build than to search for.

Some projects become useful. Some remain experiments. Both are welcome.

For longer-form thinking, architecture notes, and decision memory, visit nagorn.me.

Explore the Thinking GitHub

Workbench materials

The bench usually has a few materials within reach.

Scripts and automation
Spreadsheets and checklists
Small web applications
Operational workflows
Documentation and measurement

How This Fits Together

Each place has a different job. Together they form a connected ecosystem for thinking, tools, business, delivery, and operations.

Connected ecosystem