Tag: production
All the articles with the tag "production".
The Model Updated. Now What?
Published: at 10:00 AMOpenAI pushed an update. Your prompts stopped working. Your evals are failing. Your users are complaining. Here's the playbook for surviving model updates—because this is your new normal.
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.