R8D Innovations — Systems & AI Field Notes https://r8d.ca/insights.html Architecture-first notes on production AI, software systems, Odoo automation, and integration. en-CA Thu, 24 Sep 2026 00:00:00 GMT AI systems fail after the demo. Here is the architecture that survives production. https://r8d.ca/insights/ai-production-architecture.html https://r8d.ca/insights/ai-production-architecture.html Thu, 24 Sep 2026 00:00:00 GMT A field guide to evidence, control planes, human authority, observability, and failure recovery. Odoo is an operating platform. Treat automation like product architecture. https://r8d.ca/insights/odoo-automation-architecture.html https://r8d.ca/insights/odoo-automation-architecture.html Thu, 24 Sep 2026 00:00:00 GMT A practical architecture guide to configuration, data ownership, custom modules, and integration. Agentic systems need a control plane before they need more autonomy. https://r8d.ca/insights/agentic-systems-control-plane.html https://r8d.ca/insights/agentic-systems-control-plane.html Thu, 24 Sep 2026 00:00:00 GMT Bounded tools, explicit state, approvals, budgets, identity, traces, and recovery.