How to evaluate agentic AI: step-level tracing, deterministic simulations, and trajectory scoring
Evaluating multi-step agents cannot rely on final output accuracy alone. Trajectory evaluation, tool call precision, and…
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Structured reporting and analysis from Acmez on technology, industry and operational change.
Reports
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Multi-agent orchestration architectures: hierarchical supervisors versus peer choreography
Choosing between centralized supervisor routing and decentralized agent choreography dictates debuggability, token economics…
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DevOps metrics that show whether delivery is actually improving
Deployment frequency alone is not enough. Delivery improvement needs speed, quality, recovery and predictability measured…
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Healthcare software needs workflow truth before features
Clinical and administrative systems succeed when the actual patient journey is understood before modules and screens are…
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Manufacturing quality data must be captured at the source
Quality analytics are only useful when defects, inspections, batches and corrective actions are recorded where the work happens.
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What Industry 4.0 actually requires before it delivers value
Connected plant delivers value once the data is trusted and reaches the systems that plan and cost production. Dashboards alone…
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