Before You Trim a Scheduled Task's Runbook, Count How Many Times It Gets Re-read
I cut 13 KB from a scheduled task's preloaded docs, and recounted by re-reads it was worth about 1.3 tool calls. Here is the ledger that counts re-reads, and a shell helper that records bytes during a run.
Will Your Cowork Scheduled Task Still Run Next Saturday?
A definition that runs once and stops, two fire times packed into one task, a weekday that quietly emptied after an edit. Cowork schedules can go missing without leaving a single log line. Here is a working audit that compares what you defined with what you meant.
How I decide between Cowork and Claude Code: by where approvals land
Cowork and Claude Code run the same Claude, so I stopped comparing features and started sorting work by one question: can a human approval interrupt this step, or not? Here is the line I draw and the code I keep on the unattended side.
The scheduled task that only ran on days my desk was awake
Cowork scheduled tasks run remotely by default, but the moment one needs a local file or app, it runs only on your machine. Here is how the last field in the setup dialog decides that, and the three questions I now answer before creating a task.
What you keep the agent from walking matters more than what you hand it
Searching one connected Cowork folder for the same word gave three different answers. Here is what the default search silently left out, and how to measure a folder's scan scope once before you hand it over.
I verify what my Cowork memory claims instead of trusting its timestamp
Persistent memory keeps asserting whatever was true the day you wrote it. After an unattended job quietly read an empty folder for months, I stopped judging memory by its modification date and started attaching a verification step to every claim that can rot.
Half of My Scheduled Runs Vanished Without a Single Error
A batch job set to run twice a day was only firing once. No errors, no failure alerts. Here is how to expand your own schedule, count expected runs, and reconcile them against execution records to catch silent misses.
The lock I left in a shared folder shut out every run after the first
A cloud-synced connected folder allows create, append, and rename, but refuses delete. Putting a single-instance lock there quietly disabled every unattended run after the first. Measurements for three lock styles, plus an implementation that picks a safe location.
Make Your Nightly MCP Connectors' Health Visible — A Lightweight Ledger for Solo Operators
You don't need Enterprise connector observability to see your MCP connectors' error rate and latency. Append one line per tool call, roll it up weekly, and let regressions ring a bell. A working health ledger for anyone running scheduled tasks solo.
Which Model Ran Last Night's Unattended Session? Building Model Attribution and Default-Drift Detection After the Sonnet 5 Switch
Claude Code's default model switched to Sonnet 5, and unpinned headless runs changed models silently. Here is a working design for extracting the actual model from run output, appending an atomic run record, and deciding per task lineage whether to pin or follow the default.
How Many Tasks Fire in the Same Minute — Flattening Cowork Scheduled-Task Collisions from Cron
When Cowork scheduled tasks bunch up at the same time and fight over shared resources, you can expand every cron expression into fire times, count collisions and true concurrency, and shave the peak with a greedy offset that never moves your premium slots. With working code and measured before/after numbers.
Let the Downstream Task Verify the Upstream Actually Ran Today: A Completion Ledger and Dependency Barrier for Unattended Schedulers
Unattended schedulers have no notion of dependencies, so when a morning data-refresh task fails silently, the noon generation task keeps running on yesterday's leftovers. This is a design for recording upstream completion atomically and having downstream assert its preconditions before running, with working TypeScript and lessons from my own operations.