Posts
All the articles I've posted.
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.
Encoding the Senior Engineer in the Room: A Design Memo for Tacit Skills
Published: at 10:00 AMWhy a generic AI assistant gives generic answers — and what you can do about it. The five Tacit skills are an attempt to encode the questioning discipline of a specific kind of senior engineer into one slash command per situation.