Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)

📰 Dev.to · FRANCISE LIANG

Learn how to identify capability boundaries in AI agents, specifically in web agents that can publish but not edit content, and why this matters for AI development

intermediate Published 6 May 2026

Action Steps

Identify the capabilities of your web agent using tools like Algolia
Test the editing capabilities of your web agent to determine its limitations
Analyze the results to understand the capability boundaries of your web agent
Compare the build time and edit time capabilities of your web agent to identify areas for improvement
Apply this knowledge to fine-tune your web agent's performance and limitations

Who Needs to Know This

Developers and AI researchers working on web agents and LLMs can benefit from understanding capability boundaries to improve their models' performance and limitations

Key Insight

💡 Understanding capability boundaries is crucial for developing effective AI agents