Morph / Codebase cleanup

Agents ship fast. Morph keeps code clean.

Fast shipping can leave duplicate helpers, hidden fallbacks, and incompatible callers behind. Morph finds the recurring pattern across repositories and turns it into one coordinated cleanup with reviewable PRs and checks that preserve behavior.

Agent changes accumulate across repositories

Agent changes accumulate across shared repositoriesFifteen illustrative agent passes over three clockwise rounds use Claude Code, Codex, OpenCode, and Pi around three example repositories. Each pass shows added and removed lines. The center adds those diffs to a starting codebase of 140,000 lines, so total lines of code increase from pass to pass. Each repository bar marks an agent pass that touched it. Morph scopes one cleanup across the codebase. All counts and repository changes are illustrative, not measured outcomes or claims about any agent.ILLUSTRATIVE · ROUND 01 / 03SHARED REPOSITORIES01 / 15TOTAL LINES OF CODE148,285+10,432−2,147platform-apiweb-appshared-lib

Fast code can leave slow work behind.

Teams still have to find repeated logic, review unfamiliar diffs, and check behavior across callers. Code-change data and developer surveys show where that work concentrates.

+81%

Duplicated code blocks

GitClear measured the increase from 2023 to 2026 across 623 million analyzed code changes.

GitClear research ↗
+47%

Error-masking patterns

GitClear measured more constructs that hide failures over the same 2023–2026 period.

GitClear research ↗
38%

More effort to review

In Sonar's developer survey, this share said AI code takes more effort to review than a colleague's code.

Sonar survey ↗

These figures describe industry trends and developer experiences.

Morph cleans up code drift across repositories.

Set the target convention and the behavior to keep. Morph finds the old pattern, plans the work, opens reviewable PRs, and checks each milestone. Your engineers approve the plan and merge the results.

01 / Map

Find every affected path.

Morph traces services, screens, and shared helpers before editing.

02 / Change

Open focused PRs across repos.

Each milestone covers a defined part of the cleanup with diffs your team can inspect.

03 / Verify

Check behavior before merge.

Tests and acceptance checks show whether the new pattern preserves existing flows.

We use Morph to make Morph better.

We used Morph to standardize error handling across services, reviewing the plan and PRs before merging.

20PRs4Repositories
Read the case study

What would you clean up first?

Share the recurring pattern and the change it blocks. We'll follow up to scope a first cleanup project and see whether Morph is a fit.

Tell us about the pattern.

A short description is enough. Please leave private code out of the form.

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