Tag
ai
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Scheduled AI Agent Failures: What Breaks Differently From a Cron Job
A scheduled agent run fails in ways a shell script doesn't: it can "succeed" and still be wrong. A runbook for the failure modes specific to running agents on a timer.
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AI Agents Need Scheduling Too, and Most Agent Tooling Skips It
Agents can plan, call tools, and act on their own, but little tooling gives them a reliable way to run later. This post covers why scheduling gets left out of most agent stacks.
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AI-Generated Cron Schedules: How Natural-Language Scheduling Works
What happens when a natural-language scheduling request becomes a cron expression: where LLMs are reliable, where they fail, and why validation matters more than generation.