Examples
Real-world topologies from the AgenTopology series
content-pipeline
Post #1Simple content pipeline -- the Hello World of agentic engineering
customer-support-escalation
Customer support system — triage tickets, resolve common issues automatically, escalate complex cases to specialists
content-marketing-pipeline
Content marketing pipeline — research trends, draft articles, edit for brand voice, and publish across channels
tdd-debug-cycle
TDD debug cycle — write failing test, diagnose root cause, implement fix, verify
code-review-pipeline
Code review pipeline — lint, test, security scan in parallel, then unified review
Self-Improving Skill Loop
Reusable meta-loop -- executor runs the skill, measurer scores deterministically, independent critic scores qualitatively, refiner proposes a diff to SKILL.md gated by a human
How agents communicate — boss (supervisor) pattern
Supervisor pattern — boss delegates and reviews, workers are isolated
How agents communicate — whiteboard pattern
Blackboard pattern — agents collaborate through shared memory domains
HR onboarding system
Multi-phase HR onboarding — supervisor delegates, reviews, re-routes, escalates
Auto-Research Extended — With Observer
Extended auto-research -- worker, grader, and observer that monitors the improvement process itself
Karpathy's Auto-Research — The Basic Pattern
Karpathy's autoresearch pattern -- worker produces, grader evaluates, worker refines until criteria met
Fan-Out Market Analysis
Fan-out market analysis -- parallel regional, product, and channel analysts feeding a reducer
Built a topology?
Share your .at file with the community. We'll feature the best ones here.