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How to Measure an AI Agent Without Vanity Metrics
Build an agent scorecard around accepted outcomes, correction debt, exceptions and consequences instead of activity volume.
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The Acceptance Test Every Business Agent Needs
A practical acceptance-test design for business agents, using state transitions, adversarial fixtures, independent evidence, and safe recovery.
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We Find and Fix the Experience That Makes Customers Leave Quietly
A cancellation report tells you who left. It rarely tells you which broken promise made the account no longer worth the effort.…
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A Search Update Can Quietly Break Other Languages
A cleaner search rule for English can make a product worse for everyone else. Multilingual fixtures, explicit normalization, and release gates keep…
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Ship an AI Feature That Responds on Time Under Real Load
A slow AI feature rarely has one slow component. The delay can accumulate before the model receives a request, while work waits…
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A Founder’s Checklist Before Buying AI Compute
A procurement gate that turns workload evidence, facility readiness, supplier terms, operating ownership, and downside into a clear buy or no-buy decision.
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Reliability Targets for AI Systems in Production
Define reliability around a user journey, then connect quality, availability, latency, recovery, and error budgets to clear operating decisions.
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AI Capacity Planning for Traffic Spikes
Turn a forecast traffic spike into measured headroom, scaling triggers, overload controls, and a recovery plan for production AI.
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PostgreSQL WAL Growth Is a Recovery Problem, Not a Disk Problem
PostgreSQL WAL growth is a recovery problem when replication slots or archiving retain files. This case maps consumers, slot state, Barman receive-wal,…
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