
Use an output guardrail in Agentspan to rewrite sensitive incident metadata before the workflow returns a customer-facing response.
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Build a parallel code review pipeline with Agentspan using specialist agents that review the same code at the same time.

Use approval-required tools in Agentspan to pause a workflow for human review, then resume the same execution after approval.

Build a sequential AI support pipeline with Agentspan using specialist agents for classification, response drafting, and escalation.

Deploy a durable multi-agent workflow on Kubernetes with Agentspan, K3d, and a crash-safe orchestration model.

A practical introduction to AI agents, including loops, tools, memory, and how simple agents differ from more complex systems.

Build an incident-response agent that can investigate, pause for approval, and resume safely after crashes.

Why Agentspan exists, what it ships today, and how it brings durable execution to production AI agents.