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Software & DevOpsDone with Claude Code Oct 19, 2026

Build apps with a judge subagent and multi-stage review

A Claude Code setup for app development uses a judge subagent, context management, and multi-stage review for quality control.

Build apps with a judge subagent and multi-stage review preview
What They Did
The post describes a solo developer using Claude Code to build a Windows app with a separate read-only judge subagent for unresolved decisions. The judge had to label claims as confirmed, guessed, or unknown and avoid deciding from guesses; the developer also started each issue in a fresh child session, then ran two review passes on code: a general code review and a second pass using coding-guideline skills, with deferred issues left in PRs for human review.
How It Went
The workflow reportedly led to a Microsoft Store shipment and 142 merged PRs in 17 days. The post also notes the setup is complex and may be hard for beginners.
Worth Knowing
The main catch is overhead: this workflow adds fresh sessions, a separate judge, and two review stages, so it is presented as an advanced setup rather than a lightweight default.
Try it yourself with Claude Code

Set up my project in [repo path] so that after you implement each feature of [app description], a separate judge subagent reviews the work against the requirements and tests and sends back a list of problems. Repeat the fix and review loop until the judge has no blocking issues. Keep a short notes file of decisions so context survives between sessions, and summarize the final state when finished.

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