Automate a day job as an automation engineer
The poster has Claude act as an automation engineer, doing design and research work and finding related docs and indexes for their job.
What they did
The poster had Claude write a Python script for a contracting job that extracts information from websites, because doing it manually was too time consuming. They use Claude as the decision-maker around that code: they tell it to start, it runs the workflow and returns the finished work, and the human mainly supplies the field expertise about where to look and submits the result.
How it went
The poster says it now covers what had been a 40-hour-a-week job and that their own involvement is down to about 10 minutes. They also say the LLM portion costs about 15 cents, but give no hard accuracy metrics or failure rates.
Worth knowing
Their main caution is to avoid having Claude scrape directly; they trusted a script to do the extraction because it used almost no tokens and was faster.
Labels
The poster had Claude write a Python script for a contracting job that extracts information from websites, because doing it manually was too time consuming.
The poster had Claude write a Python script for a contracting job that extracts information from websites, because doing it manually was too time consuming.
The poster had Claude write a Python script for a contracting job that extracts information from websites, because doing it manually was too time consuming.
They use Claude as the decision-maker around that code: they tell it to start, it runs the workflow and returns the finished work, and the human mainly supplies the field expertise about where to look and submits the result.
They use Claude as the decision-maker around that code: they tell it to start, it runs the workflow and returns the finished work, and the human mainly supplies the field expertise about where to look and submits the result.
The poster had Claude write a Python script for a contracting job that extracts information from websites, because doing it manually was too time consuming.
The poster had Claude write a Python script for a contracting job that extracts information from websites, because doing it manually was too time consuming.
The “Material” label failed its quality check and is not used for selection.
Details
- Agents
- Claude
- Source
- Source date
- Jul 11, 2026
- Accounts
- 1
- In registry since
- Oct 12, 2026