Rebuilding a homelab with remote agents: tools and checks matter more than the LLM
HankYeomans · x · 2026-09-11
Vincent wraps up his homelab rebuild series with lessons on making a platform agents can keep improving safely. Key takeaways:
- The LLM is only part of it: Amp mattered because it could read the real repo, change it, and run checks — not because it explains Kubernetes well.
- The real gain was async work: upgrades, security fixes and half-finished ideas become easier than before.
- Trust comes from verification: PostgreSQL handoff, Frigate migration and observability upgrades were all proven end-to-end before cutover.
A thorough engineering retrospective on building agent-maintainable infrastructure, including costs and what's next.
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