I Spent a Day With Kiro Crew. Here’s What It Actually Does.

Описание и применение

AI‑агент Kiro Crew быстро расследует всплеск задержек, выявляет гипотезу о причине, автоматически создает профилактические задачи и сохраняет знания, экономя время и деньги.

Задача

On-call engineers spend 30‑60 minutes investigating latency spikes, often missing root causes and failing to document lessons learned.

Результат

Latency spike investigated in 33 s, root‑cause hypothesis identified, preventive automation set up, and knowledge persisted—all at $0.04 per incident.

Рабочий процесс

• 1. Trigger Kiro Crew with alert text via PagerDuty webhook or manual prompt.
• 2. Agent runs parallel diagnostics: cron list, recent git commits, system resource checks.
• 3. Agent correlates data, outputs incident summary and root‑cause hypothesis.
• 4. Agent creates preventive cron jobs for nightly health checks and weekly reports.
• 5. Agent persists key knowledge items (DB pool check, SLA, escalation path, region info).
• 6. Dashboard displays scheduled jobs and stored knowledge for future reference.

Доказательства

The agent ran seven diagnostic steps in parallel. 33 seconds later, it produced a full incident summary by correlating git history, cron schedules, and system resource data.

Источник

Cost: $0.02‑0.04 per incident. Daily health check cron adds $0.05/day.

Источник