Executable feedback is outperforming prompt-only coding workflows
The recent run of work on coding-agent controls continues, but today’s evidence makes the control signals more task-specific.
Topic summary
Code Optimization
Executable controls for code optimization and generated tests
Performance and test-generation workflows can make model output more dependable by combining complementary executable signals: runtime profiles to prioritize static optimization matches, semantic mutations to challenge…