Code Migration Planning with Claude Code: Logs and Review Trail
A production playbook for code migration planning in cross-industry operations using Claude Code: logs and review trail, run-scoped inputs, logs, typed results, and artifacts.
Audience: Engineering teams preparing framework or API migrations
The problem
Engineering teams preparing framework or API migrations need code migration planning to run repeatedly against repository snapshots, target docs, and compatibility notes. In cross-industry operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Capture the code migration planning run as product telemetry: input manifest, tool calls, model output, result validation, artifact upload, and terminal status.
Tradeoffs and failure modes
More observability means more storage and retention policy, but support stops depending on screenshots of agent chats. For code migration planning, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Review checklist
- input manifest captured
- tool calls retained
- terminal status recorded
- result JSON validated
- artifacts linked
- exceptions separated from final answer
Run this on Argo