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Agent Workflow Architecture

Human IntentGoal or task defined by engineer
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Planning AgentBreaks goal into subtasks, estimates effort
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Execution AgentsCode generation, test writing, documentation
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Verification AgentAutomated review, security scan, QA
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Human ReviewEngineer approves or redirects
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Deployment AgentCI/CD trigger, progressive rollout
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ObservabilityMonitor, detect anomalies, feed back
Benefits

10x faster iteration

Agents complete repetitive tasks in minutes, not hours.

Higher quality

Automated verification catches issues before human review.

Human in the loop

Agents augment engineers — they do not replace judgement.

Explore agentic workflows