... found a half finished job later and had to figure out why What's yours and did it change how you set things up Comment from Aleksandar Perak(@aleksandar_perak): @barath_kanna  setsid + only killing the group you spawned is such a clean fix for the original story. surprised that isn't the default in more agent harnesses Comment from Barath Kanna(@barath_kanna): One guardrail nobody has mentioned is process groups. Start each agent session ... ... process group (setsid) and only ever kill the group you spawned

... agent dropped context mid-task and rebuilt a helper that already existed two files away under a different name. When things broke, it kept modifying its clone while the build still imported the original. Check git status for newly spawned files before diving into the stack trace ...

... from groups You can give a group its own AI context, and it now flows into chat, chart-editing, and automation agents whenever a member of that group is interacting. If different teams think about your data differently engineering versus sales versus

... should fix this" to "shipped" goes from weeks to an afternoon. There's also a content-writer skill that drafts blog posts and landing pages following Google's E-E-A-T guidelines, and it can be auto-spawned by the audit when it finds content gaps or keyword opportunities surfaced from your Ads data. A few things I care about: Free and MIT licensed. Not a freemium funnel. I built it for myself first. Runs locally. Your data ...