~/talk

Devin 2.0 and the Future of SWE

name:Scott Wu
links:none on file
slides:none on file

Claims that code agent capability doubles about every 70 days, enabling 16–64x yearly gains, and shows concrete progress from line completion to full project work. Built features include playbooks for stepwise migrations, a memory/knowledge layer, repo snapshots with remote VMs to run CI and linters, deep wiki and search for codebase exploration, IDE and Slack integration, and asynchronous self-testing; by June the system can autonomously clear large backlogs and deliver multi-file PRs.

AI-written summary · about

  1. 0:00Introduction
  2. 0:43Moores Law
  3. 2:09SWE Tiers
  4. 3:31Repetitive migrations
  5. 5:12playbooks
  6. 6:27knowledge or memory
  7. 7:09a level of task
  8. 8:13bug requests
  9. 8:44working with context
  10. 10:39Improving the architecture
  11. 11:34Improved codebase intelligence
  12. 13:41Confidence
  13. 14:33Conclusion
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