Tag: AI
All the articles with the tag "AI".
The Invisible Technical Debt of AI Systems
Published: at 10:00 AMYour AI system works today. It worked yesterday. It will probably work tomorrow. But you're accumulating debt you can't see, can't measure, and won't notice until it's too late. Here's the taxonomy of invisible AI debt.
Manager / Coordinator / Agent: A Multi-Agent Topology That Survives Real Workloads
Published: at 10:00 AMMost multi-agent demos collapse on contact with non-trivial tasks. The Manager / Coordinator / Agent topology is what I keep reaching for when I want a multi-agent system that does not deadlock, drift, or hallucinate its way into nonsense. Here is what each layer does, and where the pattern breaks.
When Your AI System Breaks at 3am
Published: at 10:00 AMThe pager goes off. Your AI system is failing. Users are complaining. Metrics are red. Here's the debugging playbook for production AI incidents—from someone who's had too many 3am wake-ups.