The two-week sprint was built for humans. Autonomous agents don't sleep, don't context-switch, and don't need planning meetings. As AI moves from execution-only tools to systems that identify work and decide what's worth doing, the sprint becomes the bottleneck.

In this manifesto, you'll learn:

• Why the three generations of engineering execution (human-only → human-directed AI → continuous autonomous) change everything about velocity
  
  
• The five pillars of continuous engineering and how to implement them
  
  
• The 90-day transition framework from supervised mode to full autonomy
  
  
• What engineering orgs look like in 2028 when institutional knowledge compounds in the system, not just people's heads