Hey there,
I found a use case for Claude Cowork I genuinely didn’t expect.
I was working through Salesforce Translation Workbench — the usual painful workflow. Export STF files. Clean them up line by line, removing managed package items and unsupported elements. Create an Excel for the business team. Get translations back. Build the import file. Import. Hit errors. Fix them. Re-import.
Repeat for every version, every environment.
If you’ve done this, you know. It’s hours of careful, tedious file work.
I decided to throw the whole thing at Claude Cowork — Anthropic’s desktop agent for non-developers. You give it access to a folder, upload files, and work through tasks conversationally.
What Actually Happened
I walked through five steps with Cowork:
STF cleanup — It identified and removed managed package items and unsupported TextTemplate keys. Hours of line-by-line review became minutes.
Audit reports — It generated structured Excel files documenting every change and why. Ready for the person doing the load.
Import file creation — It built the import STF from a translated Excel with the correct header and formatting.
Error log parsing — I uploaded Salesforce error logs, and it came back with a fixed file each time. Character limit errors, duplicate keys, translation type mismatches — it handled each one differently.
The error-fix-reimport cycle — the part that normally takes an hour per iteration — became a few minutes of conversation.
The Honest Take
It’s not perfect. You still need to review files before importing. Some Salesforce-specific issues still need human escalation.
But every single step got faster. And the conversational loop — upload error log, get fixed file, re-import — was surprisingly effective.
Try It Yourself
The full walkthrough is on the blog with real error messages, file formats, and the honest limitations: I Tested Claude Cowork on the Salesforce Translation Workbench Workflow (It Handled the Whole Thing)
Until next time,
Jay
