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Practical engineering insight on building production AI, agentic delivery, evals, MLOps, and the lessons behind 600+ shipped solutions.
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Production-Ready AIIn the first article of this series, we argued that the model…
Production-Ready AIWalk through the AI portfolio of almost any large enterprise in 2026,…
Agentic AIHere is an uncomfortable truth about the AI agent boom: almost every…
Thought LeadershipTesting was invented for a world in which humans wrote the code…
Machine Learning“The model is running.” “The pipeline succeeded.” “No alerts fired.” “Everything looks…
Thought LeadershipIndividual output exploded. Team performance didn’t. The gains are evaporating in coordination…
Thought LeadershipProduction AI is less about the model and more about evaluation, observability,…
Civil SocietyAcross the humanitarian sector, AI has moved beyond experimentation and into everyday…
Thought LeadershipBuilding software got much cheaper. Keeping it working, understood, and owned did…
Renewable EnergyAn O&M manager at a 75 MW solar site receives an inverter…
Machine LearningYou’ve been there. The model scores beautifully in evaluation, 94% accuracy, clean…
AgricultureAn asset manager at a 60 MW solar-plus-storage facility reviews BESS performance…
Renewable EnergyA plant manager at a 32 MW solar facility reviews monthly performance…
Thought LeadershipTHE 2 A.M. TEST It is 2 a.m. and the payments service…