Stop Copying Linux Logs Into AI—Let the Agent Investigate on the Failing Machine

Описание и применение

Используя удалённый доступ KeySync и AI‑инструмент DeepSeek Harness, команда быстро выявила причину переполнения диска, безопасно удалила дублирующие файлы и восстановила свободное место, позволяя завершить релиз.

Задача

A production release was blocked by a nearly full disk; manual log copying to AI was slow and risky.

Результат

Using an on‑host AI agent (DSH) avoided multiple SSH sessions, preserved investigative context, and enabled safe, targeted cleanup, freeing 15.4 GiB and allowing the release to proceed.

Рабочий процесс

• Open KeySync device list and select server
• Click Remote Open to launch DeepSeek Harness (DSH) on host
• In DSH issue read‑only investigation command
• DSH runs df, du, docker inspection, and script analysis
• DSH identifies large upload‑staging directories and retention rule bug
• DSH recommends deleting verified duplicate directories
• Human approves deletion scope
• DSH executes cleanup
• Human verifies space recovery and CI success
• DSH continues investigation to find root cause and future prevention

Доказательства

Perform a read‑only investigation only. Do not delete anything, restart services, or modify configuration.

Источник

Delete only the three verified duplicate upload directories. Expected recovery: approximately 15.4 GiB.

Источник