Adrian RomoAdrian Romo

Tag · 6 posts

#ai

Everything I've written tagged AI.

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Project Log

Seconds of Work, Hours of Residency

My morning briefing started failing. Ollama was up and returned HTTP 500, because a 21-second image render was still holding 6.6 GB of VRAM hours later.

HomelabAIIncident3 min
Architecture Note

What Deserves Attention Today

My homelab produces one verdict each morning: something needs you, or nothing does. Getting the second half honest was much harder than the first.

HomelabObservabilityAI2 min
Architecture Note

Documentation That Publishes Itself, After I Say Yes

My homelab writes its own wiki pages. Every one of them still passes through a pull request I merge by hand, and publishing happens only from main.

HomelabAutomationDevOps3 min
Project Log

A Write Loop That Never Merges Anything

My homelab brain noticed problems and did nothing about them. Closing the loop meant four human gates and an executor whose defining feature is that it stops at a draft PR.

HomelabAIAutomation3 min
Architecture Note

Teaching a System to Say “I Don’t Know”

The most useful thing my homelab brain does is refuse to answer. Grounded-or-blocked: every claim cites the fact that produced it, or it never reaches me.

HomelabAIArchitecture3 min
Architecture Note

A Second Brain That Refuses to Guess

Answering an operational question was costing a local model a 30-50K token dump. I built a compiled memory layer that does it in 2-5K, and blocks itself when it cannot cite a source.

HomelabAIArchitecture3 min