My Book Ad Ended Up Under a Housing-Market Post

Описание и применение

Автономный агент Claude Code генерирует карточки с темами и заметками, а другой агент публикует их в блоге. Из‑за ограниченного набора тем и правила повторения в 30 дней, заметка о настройке AI оказалась под постом о рынке жилья, привлекая неподходящую аудиторию. Решение: добавить предварительную проверку совпадений в карточке и использовать пул измеренных заметок как резерв.

Задача

An AI‑generated blog post’s footnote about an AI coding agent appeared under a housing‑market headline, reaching the wrong audience.

Результат

The updated pipeline prevents footnotes from appearing under unrelated headlines by aligning upstream and downstream overlap checks and providing a fallback topic pool.

Рабочий процесс

• 1. Card writer generates a card with topic and footnote.
• 2. Card writer validates card structure and forbidden content.
• 3. Card writer checks 30‑day overlap against its own history and the blog agent’s overlap logic (imported read‑only).
• 4. If overlap, card writer skips the story; if all three are blocked, it selects from a pool of measured write‑ups.
• 5. Blog agent receives the card, posts the topic (or swapped topic) and footnote unchanged.
• 6. If the card writer’s fallback selects a new topic, the blog agent posts it with the original footnote.
• 7. If all topics are blocked, the card writer falls back to the old behavior, producing a post with the original topic and footnote.

Доказательства

The card writer had only three stories to choose from, rotated by date. So the same three topics came back every three days.

Источник

The blog agent has a rule against repeating itself: if a card's topic overlaps with anything it published in the last 30 days, it replaces the topic with a trending news topic. It does not touch the footnote.

Источник

The card writer now asks the question before the blog agent does.

Источник

If the three original stories are all blocked, it draws from a pool of 68 short write-ups of things the agent actually measured while running.

Источник