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Night runs
Nightly pipelines that repair themselves. When a nightly job fails, the real cost comes the next morning: an hour of reading logs to find out what happened. Altoquant does that part for you — during the night.
You say — once
~/work ❯ › "run the pipeline at 2am — if it breaks, fix it or ask me precisely"
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01 · 02:00 — run and verify
The job runs your pipeline and checks that the output is complete and correct.
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02 · On failure: diagnose and repair
Altoquant reads the failure output, identifies the likely cause, and works through known fixes one by one: run it again, repair the environment, try another route to the same data. If needed, it brings in a stronger model to fix the code.
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03 · If it really needs you: one clear question
When automatic repair is not possible, you find one specific question in the morning — for example: "the export login expired, please paste a new token" — instead of a stack trace.
What comes back — pipeline duration, minutes
57 ┤ ╭╮
52 ┤ ╭╯╰╮
47 ┤ ╭╯ ╰╮
42 ┤ ╭╯ ╰╮
37 ┤ ╭╯ ╰╮
31 ┤ ╭╯ ╰╮
26 ┤ ╭╯ ╰╮
21 ┤────────────────────╯ ╰──────────────
└────────────────────────────────────────────────
06-09 spike: broke at 02:00 → repaired itself, done by 02:58
What you get
- Mornings without log reading
- Failures that arrive already diagnosed — and often already fixed
- Every repair attempt visible in the run history
[ jobs ] [ self-healing ] [ precise asks ]
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