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Fix in your IDE

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Opening Claude Code in VS Code with this prompt for northwind/data. Review it there before it runs.

Fix from opsen (Jobs that run until GitHub's six-hour limit).

In northwind/data, jobs in the GitHub Actions workflow .github/workflows/backfill.yml have no timeout-minutes, so a stuck job runs until GitHub's six-hour limit. opsen found 3 runs that hung in the last 30 days, about $36.40 a month.

Make this change:
1. Open .github/workflows/backfill.yml.
2. Add timeout-minutes: 60 to every job that does not already set one. 60 minutes is twice the workflow's usual successful run, rounded up.
3. Leave jobs that already set timeout-minutes unchanged. Keep every other line as it is.

Check: the file is valid YAML and actionlint reports nothing new.
Open a pull request titled "ci: add job timeouts to backfill.yml".
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Plans for northwind

opsen pays for itself, and the math is on one page.

You pay from what it saves: $0.40 per merged pull request, never more than 25% of the savings. Nothing saved, nothing billed.

Return on the fee4.0×$562 saved for $140.47 a month
Your numbers, workedThe monthly run-rate of changes applied through opsen and still in effect.
Saved by opsen$562a month
fee is the lower of
Pull requests1,859 × $0.40= $743.60
or
Savings cap25% × $562= $140.47
=
Your fee, set by the savings cap$140.47a month
25% cap
Fee $140.47You keep $421 a month$5,057 a year
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$0.40per merged pull request

Act on it in one click. Never more than 25% of what it saves.

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No seat licences

The fee follows merged pull requests, not headcount. Adding engineers never adds a licence.

Capped at 25% of savings

Each month you pay the lower of the pull request count or 25% of what opsen saved.

Nothing saved, nothing billed

If no change applied through opsen is in effect, the invoice is $0.

Every saving is on record

Each change shows who approved it, when, and its monthly value.

Read-only until approved

opsen reads billing and activity, never code, and changes nothing without an owner.

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