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Where High-Impact Engineering shows up

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Cited in hebel. today

  1. Fri 13 Nov · Agentic Engineering · 5 sourcesTeams replace code review with automated intent verificationVerify intent, not lines. Teams no longer review the diff, which shows what changed but never why. At Aviator, engineers now capture intent and acceptance criteria…
  2. Tue 10 Nov · Science · 5 sourcesTeams pivot from shipping volume to outcome-based AI benchmarksPostHog engineers now use automated agents to identify and resolve product bugs, leading to a high enough fix rate that the system has moved out of…
  3. Sat 7 Nov · Career · 6 sourcesProduct teams shift from feature delivery to decision architectureProduct teams now face a bottleneck in strategic selection rather than engineering output, as organizations like Dazzle AI report that 90% to 100% of code is…
  4. Mon 2 Nov · Career · 4 sourcesMaintaining technical fluency as a manager

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