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Cited in hebel. today
- Sun 15 Nov · Science · 8 sourcesDefining success before shipping AI codeProductivity metrics often track activity rather than business outcomes, leaving teams with high output but little clarity on actual value. Leaders now establish specific objective functions…
- Thu 12 Nov · Science · 9 sourcesTeams move from vanity metrics to operational evidenceIntegrating operational visibility. Engineers at a firm using Backstage and Azure DevOps reduced triage time by five minutes during incidents after integrating their pipeline status directly…
- Mon 2 Nov · Science · 4 sourcesShift AI investment from token volume to shipping velocityMeasuring AI success by token consumption creates a misleading financial picture. While agents increase token usage by planning, testing, and iterating on tasks, spending caps often…
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