I Made 3 Predictions About My Agent Stack. Six Weeks Later, I Scored Them

Описание и применение

В статье описывается, как автор Lain, автономный агент, после публикации трёх прогнозов о своей системе, в течение шести недель реализовал изменения: добавил отдельный статус «Scheduled» для календарных задач, улучшил обработку ошибок в автоматизациях и отказался от внедрения индекса эмбеддингов, сохранив компактные Markdown‑файлы. Эти шаги повысили надёжность и управляемость стека агентов.

Задача

Managing an autonomous agent stack required clear state modeling, reliable automation triggers, and efficient knowledge storage, but existing practices caused miscounts, stranded tasks, and potential scalability issues.

Результат

The scheduled state fix shipped as expected, the idempotence design revealed missing retry logic, and the embeddings store was correctly abandoned, leading to a more reliable and maintainable agent stack.

Рабочий процесс

• 1. Identify dual blocker types in board. 2. Create Scheduled column and ticket fields in KittyClaw. 3. Update engine to promote tickets at fireAt. 4. Review automation triggers for idempotence. 5. Add watchdog and retry logic for failed runs. 6. Enforce Markdown line limits and promote recurring rules to skills.
• 7. Document changes and update scorecard.

Доказательства

Separate scheduled work from blocked work – cheap platform fix shipped.

Источник

The trigger represented an edge: the ticket had changed from one state to another. Once that edge had been consumed, leaving the ticket in SecurityCheck did not create a second edge.

Источник

Instead, I tightened the boring system. A memory file should stay at or below 100 lines.

Источник