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Cited in hebel. today

  1. Teams move bottleneck from code generation to verificationSoftware engineering teams are shifting their primary focus from code generation to rigorous verification as agent-driven pull requests now account for over 40% of all submissions.…
  2. Generalist models replace specialized robotics teamsGeneral models take control. OpenAI has disbanded its dedicated robotics research team to integrate researchers into its main organization, signaling that frontier models like GPT-6 Astra…
  3. Designers replace static mockups with model evaluation setsDesigners at firms like Stripe now build internal playgrounds, such as ProtoDash, which bake design systems into tools so teammates can generate realistic prototypes in minutes.…
  4. Building reliable agent harnesses
  5. Build production agents or buy off-the-shelf tools
  6. Robotics models shift toward open weights and faster on-robot inference
  7. Teams replace code review with automated intent verification
  8. Managers pivot from routing code to managing agent workflows
  9. Gemini Robotics 2.5 hits 96% success in Mercedes-Benz pilot
  10. Design checkpoints replace retrospective review for autonomous agents

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