Coding-agent progress is coming from tighter feedback loops and harder evidence
The clearest signal for this period is that coding research is tightening the control loop around evidence, context, and feedback.
Topic summary
Generalization
Controlled agent feedback loops
The usable pattern in this evidence is tighter control over what the agent sees, what kind of fix it attempts next, and how its output is judged.