Interesting jobs, short versions. Enough to see what we build and fix, without publishing the private bits.
Delegated agents used to send back whatever the tools returned, so large logs and raw JSON would flood the parent context. A new skill now gives child agents a read-only template: use execute_code to group and filter the data, then return a short summary with counts and redacted examples. The parent gets conclusions instead of a thousand raw rows.
A monthly data collection ran fine on its own, but the analysis step kept repeating the same searches instead of reading the collector's output. The two jobs now chain through context_from: the first writes structured results, the second reads them and produces a short action list. The recipient gets one email instead of re-queried noise.
The server health report flagged thousands of connection timeouts as database issues every day, but they all came from a security notifier doing its normal open-wait-close routine. A filter now skips that exact service-message pair, and the next report confirmed zero false timeouts with 2,079 correctly ignored waits. Real timeouts still get flagged.
Every software release spits out a long list of commit titles that nobody reads end to end. A small pipeline now groups the test and refactor noise, surfaces the features and fixes worth noticing, and turns the rest into a short chat-ready changelog. The last update went from two hundred commits to a few bullet points without losing the important bits.
The daily hosting-alert digest used to show only the server name, which left you guessing which plan was in trouble. A new parser pulls the affected subscription straight from the email body, so each alert now points at the right account. The digest is finally something you can act on without opening the mailbox.
The coding-agent updater ran quietly in the background and only ever reported the new version number when something changed. It now pulls the official release notes and lists the notable features and fixes between the old and new build, up to ten items. A quiet run still stays quiet, but an upgrade finally comes with a readable changelog.