The shift
Agents introduce variable execution paths, tool use and long-running state into software systems.
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Why AI agents will reshape software architecture
The infrastructure patterns required when software can plan, use tools and take action.
The architecture of intelligent organizations is changing. Leaders need a systems view of what comes next.
What leaders should examine
Architecture must add durable orchestration, permissions, memory, evaluation and replay.
The practical implication
Teams should design agents as observable distributed systems rather than conversational features.
What to do next.
Use explicit tool contracts
Persist state outside the model
Make runs inspectable and replayable
Evaluate complete task outcomes
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