Separate reusable support instructions from MCP-style capabilities, add deterministic routing and permission gates, and test the resulting copilot against failures a polished demo usually hides.
We had twenty-three microservices. I know the exact number because I counted them during a...
Running AI Agents on Kubernetes Without Handing Them the Cluster: Agent Sandbox + gVisor,...
A bounded design note for agent-memory builders: trust decays, not capacity. Criteria order, promotion/demotion rules, how to set frequencies without fake constants, and a soft toy...