VibeOps

When Your AI Misbehaves, You’re Blaming the Wrong Thing

You call a vendor meeting. The AI gave a wrong answer, leaked something it shouldn’t have,…
Everyone talks about ChatGPT. Few people benchmark it.

When developers ask me “which AI should I use?”, the question is usually already wrong. They’re…
Vibe Coded in Two Days, Viral in One Week, Illegal in the EU by Default

There’s a pattern emerging in 2026 that nobody’s yet seriously addressing. Someone sees a trend. Opens…
The CV You’re Sending in 2026 Is Optimized for a World That No Longer Exists

I spent years keeping my CV tidy. One page. Clean formatting. Relevant experience up front. All…
I Built a “Model Council” Inside Claude Code — and It Caught What I Would Have Shipped to Prod

There’s a pattern I keep seeing in how we use AI today, and I’m guilty of…
Stop Burning Tokens: 7 Claude Code Rules and a Terminal Banner to Enforce Them

Claude Code is powerful — but without the right habits you burn through your budget fast.…
Claude Code is your brain. Qdrant is its memory.

I work with Claude Code every day. It sits inside VS Code, it reads my codebase,…
World Models

World models are like an internal map of how the world works that an AI builds…
Kagent + Ollama on Docker Desktop (Windows): End‑to‑End Commands & Rationale

0. Assumptions 1. Install and verify Docker Desktop Kubernetes Command powershell# Check Kubernetes node kubectl get…
From Kakeibo Chaos to Sankey Clarity: Docker, SQLite, and Plotly Magic

If you’ve ever felt buried under expense tracking apps but craved an effective visual that makes…