Examples

Real-world topologies from the AgenTopology series

Simple content pipeline -- the Hello World of agentic engineering

Customer support system — triage tickets, resolve common issues automatically, escalate complex cases to specialists

Content marketing pipeline — research trends, draft articles, edit for brand voice, and publish across channels

TDD debug cycle — write failing test, diagnose root cause, implement fix, verify

Code review pipeline — lint, test, security scan in parallel, then unified review

Supervisor pattern — boss delegates and reviews, workers are isolated

Blackboard pattern — agents collaborate through shared memory domains

Multi-phase HR onboarding — supervisor delegates, reviews, re-routes, escalates

Extended auto-research -- worker, grader, and observer that monitors the improvement process itself

Karpathy's autoresearch pattern -- worker produces, grader evaluates, worker refines until criteria met

Fan-out market analysis -- parallel regional, product, and channel analysts feeding a reducer

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