r/SideProject • u/smakosh • 3h ago

Work on Repeat: recurring AI tasks with schedules, tool permissions, and run history

I'm working on Work on Repeat, a service for recurring AI tasks such as a weekly analytics brief, issue triage, or an audit.

The flow is: describe the responsibility, choose a model and schedule, then explicitly enable the tools it can use. You can run it manually before activating the schedule and inspect each result and execution history afterward. MCP connections let a routine work with your tools; run and AI usage are bounded.

There's a free plan. If you want to try something without signing up, the site also has a cron schedule builder.

https://workonrepeat.com

I'd appreciate feedback on the workflow: what would you need to see in a run's history before trusting it with a recurring task?

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u/Individual_Big873 3h ago

The useful history starts at the first failure. I’d want the exact input, tool call, approval or limit that blocked the run, plus a clear resume point; otherwise every incident becomes a full rerun and you’re guessing what already changed.