D2 · Author profile
D2 AI & Automation Team
Production automation, APIs, data pipelines and AI-assisted systems
Editorial scope
Who is responsible for this content?
The D2 AI & Automation Team publishes production-oriented guidance on n8n, APIs, webhooks, data pipelines, AI-assisted workflows, reliability, observability, recovery and operational ownership.
Expertise
- n8n Automation
- API Integration
- Webhooks
- Data Pipelines
- Business Process Automation
- AI-Assisted Workflows
- Workflow Reliability
- Observability and Recovery
Methodology
Evidence must remain separate from assumptions.
Automation guidance prioritizes source-of-truth data, durable state, idempotency, retries, observability and explicit recovery paths before declaring a workflow production-ready.