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Practical notes on AI agents, Laravel/Vue systems, DevOps, developer tools, and software decisions that need to survive maintenance.

devops · · 12 min

A 2,500+ Actions Count Is Not an Exact Run Inventory

A GitHub Actions badge that says 2,500+ is a capped count, not a run inventory. Print the cap, the 1,000-item page, a date-range filter, and the named Actions owner before you file missing runs.

devops · · 14 min

A Timed-Out Job Is Not a Killed Worker

A job that hits its timeout is not a dead worker pool. Print the job timeout, the worker kill, and the named queue:work owner before you file an outage.