- Write migration plan
- Agent edits in batches
- Tests per batch
Ship a 40-file refactor with a coding agent
Plan, execute and review a cross-cutting refactor in small batches, with Claude Code making the edits and GitHub Copilot reviewing each PR.
After months of troubleshooting, I discovered key insights about my browser agent's functionality and its SDK limitations.
For an extended period, my browser agent failed to recognize its own system prompt due to a misunderstanding of the SDK's requirements. This oversight led to significant debugging time and a lack of clarity in the agent's operations.
Realized that the browser agent was not processing its system prompt correctly due to the SDK's focus on systemMessage.
Wrote a comprehensive overview of how the browser agent operates, detailing the flow and interactions.
Analyzed the bugs encountered during development to extract valuable lessons that could improve future projects.
Plan, execute and review a cross-cutting refactor in small batches, with Claude Code making the edits and GitHub Copilot reviewing each PR.
Copilot and Claude review each PR for bugs, missing tests and risky changes before a human looks, so reviewers can focus on design.
Claude Code reads your coverage report, picks the riskiest untested modules and writes unit tests that pass, one small PR at a time.