AionUi made a smart architectural decision: it wraps the CLI AI agents you use instead of reinventing them. Claude Code, OpenCode, Gemini CLI, Goose — it auto-detects what’s installed and gives you a unified GUI while leaving the …

There’s a particular friction when an AI assistant forgets everything between sessions. You explain your setup once. Again the next day. A third time when you switch projects. The assistant doesn’t remember your laptop’s …

Every AI assistant I’ve used forgets everything the moment a conversation ends. And the second I feed it my actual documents to make it useful, I’ve handed my private life to someone else’s servers.

An AI agent without memory is expensive autocomplete. I gave my agents two memories: one they write to, one they query. The second is LightRAG — the piece I’ve fought with hardest and learned most from.

A knowledge base is only half a brain. The other half is the model — and the moment you have more than one document class, “which model” stops being a preference and becomes a routing decision. I answer it with two engines: a …

The whole point of the sensitivity boundary I have been building toward across this series is that some data never leaves my machine. Non-PII questions go to a cloud safe model; anything sensitive stays local. That local half only works if …

Zabbix vs Prometheus — which is the best monitoring tool? I first wrote about this question in 2019, when I was tearing out a monitoring stack I disliked and evaluating open-source replacements. Since then I’ve designed observability …

Every organization I’ve worked with has an application inventory problem. The inventory exists — but it lives in a spreadsheet that was accurate six months ago. It’s been forked by four teams. And developers won’t update …

Oracle database migrations are never simple. But they’re increasingly necessary — license costs are punishing, modern alternatives have matured, and the “just renew” option gets more expensive every year. I’ve led …

Some of the most critical business logic in enterprises lives in spreadsheets. Not in applications. Not in databases. In .xlsb files that one person understands, everyone depends on, and nobody dares touch. I recently had to modernize …