The mistake in agentic coding isn't the model. It's treating the sandbox disk as state.
Runtime ends, repo re-cloned, deps reinstalled, same failing test rediscovered.
What's lost isn't files. It's which branch, what's dirty, what the last run printed.
pingcap.com/tidb/tidb-cloud-…