Scaling Crisis - AI Autonomy Decreases as Projects Grow

[waleedkadous]

Filed on behalf of Amr Elsayed.

Problem

As projects become more complex, AI agents become less autonomous and require increasingly more human intervention, defeating the purpose of AI-assisted development.

From Amr

"The main issue I have been dealing with is the ability of the AI agent to plan properly as the project becomes more complex... as the project gets bigger, the more involved I need to get and the less autonomous the agent becomes"

Impact

• Constant human intervention required
• Reduced productivity over time
• Exhausting manual correction cycles

Proposed Solution

• Implement progressive learning mechanisms
• Create project-specific knowledge accumulation
• Develop complexity-aware planning strategies

[waleedkadous]

Closing as obsolete — pre-2.0 issue triage.