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D2 Product Preview - Span: From AI Adoption to Engineering Impact

Posted Jan 30, 2026 | Views 45
# D2 Product Preview
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SUMMARY

During the discussion with Span, we talked about a challenge many eng leaders are navigating: AI is increasing coding throughput, but overall delivery impact can feel flat as code review, rework, and quality bottlenecks emerge. We also discussed what it would take to measure AI impact day-to-day: going beyond vanity metrics and surveys to instrument the full SDLC, surface actionable insights, and tie adoption to quality and cost.

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