The Specification Gap: Coordination Failure Under Partial Knowledge in Code Agents

1. 1Identify potential specification gaps in collaborative coding projects
2. 2Analyze the impact of partial knowledge on code agent coordination
3. 3Develop strategies to mitigate specification gaps, such as introducing explicit specifications or using bias-aware training methods

Software engineers and AI researchers working on collaborative coding projects benefit from understanding the specification gap, as it affects the integration of independently generated code components

💡 The specification gap can lead to coordination failures in LLM-based code agents, even when they are trained on the same task

🤖 LLM-based code agents struggle to coordinate under partial knowledge #LLMs #CodeAgents