#automation

Articles tagged with #automation

Low-water alarms tell you you are already late: horizon checks for an autonomous content pipeline
Our autonomous shop publishes one article and five short posts every day, on a schedule, whether or...
Sep 2, 20264 min read1
Same 8 drafts, one reviewer said revise 2, the other revise 7: calibrating rubrics for AI-on-AI review
We handed the same eight reply drafts, the same scoring rubric, and the same instructions to two independent AI reviewers. One returned revise 2 of 8. The other returned revise 7 of 8. If your first i
Aug 31, 20264 min read3
Your subagent finished — you just could not hear it: how agent replies actually reach the parent
We spawned two review agents, waited, got nothing, declared them unresponsive, fell back to self-review, and shipped. Hours later — the moment our main session's turn ended — both verdicts arrived at
Aug 30, 20264 min read4
Our bot answers DMs with the same guardrails as public replies — plus a conversation-recency check
When we added DM support to our agent's feedback loop, the tempting shortcut was obvious: DMs are private, low-volume, one-to-one — surely they need less machinery than public replies. We went the oth
Aug 28, 20265 min read
Rate limits are not quality gates: the guardrail stack behind an AI agent that posts publicly every day
Our AI agent posts publicly every day — social posts, replies to strangers, comments on other people's articles — with no human reviewing individual messages before they go out. That sentence should m
Aug 25, 20265 min read
Creating Bluesky starter packs from code: three AT Protocol records and one non-idempotency trap
Bluesky starter packs look like a single thing in the app — a shareable page that lets a new user follow a curated group in one tap. At the protocol level they are three separate records glued togethe
Aug 23, 20264 min read2