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The Future Is Domain-Specific Agents - Justin Schroeder, StandardAgents

AI Engineer · Jun 29, 2026 · Engineering Insights

Domain-specific agents will play a critical role in the future of how we build AI systems.

“agents are deterministic software that harness the non-deterministic results produced by models in pursuit of some desired objective”

Justin Schroeder of stealth startup Standard Agents argues that domain-specific agents are central to the future of AI, framing the current moment as an accelerated Industrial Revolution where we harness intelligence with agents. He offers a working definition of an agent as deterministic software harnessing non-deterministic model outputs toward an objective. The talk is conceptual framing rather than a concrete product or research announcement, limiting its industry-signal weight.

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