Thinking on Data, AI & what comes next.

Why most AI agent systems fail in production — and what to do instead

Everyone's building agents. Almost nobody is running them reliably at scale. After deploying production multi-agent systems across a dozen client environments, we've found the same failure patterns appearing again and again.