{"slug": "de-slop-loop-claude-auto-improve-background-loop", "title": "De-slop loop - Claude auto-improve background loop", "summary": "A developer has implemented an automated loop that runs every two hours to improve code quality across backend applications. The system resets to the dev branch, pulls latest changes, builds, and then identifies opportunities to simplify code, reduce verbosity, improve consistency, fix bugs, and eliminate violations of best practices like the Rule of Three and over-abstraction. It raises pull requests with the prefix 'auto-improve:' after running local checks and ensuring CI passes.", "body_md": "| /loop once every two hours. | |\n| !git reset --hard && git checkout dev && git pull && pnpm i && pnpm build | |\n| Study across all backend apps and packages and identify opportunities to improve the code. | |\n| Look to : | |\n| - simplify code | |\n| - reduce verbosity | |\n| - improve conciseness | |\n| - improve consistency | |\n| - fix logical bugs | |\n| - eliminate violations of the Rule of Three: deduplicating before the third clear repetition appears. | |\n| - eliminate premature DRY - eg: defining explicit variables for simple constants that are referred to less than 3 times. Avoid low-value DRY refactors that only replace repeated object literals with factory/helper functions | |\n| - eliminate Over-abstraction: adding indirection that costs readability more than it saves duplication. | |\n| - eliminate defensive assumptions in code. | |\n| - add clarity to existing code with comments ( only when other improvement opportunities are not available ) | |\n| All without introducing any breaking changes to public interfaces or behaviour. | |\n| When working with effect code, discover idiomatic patterns by reading the source code at @repos/effect | |\n| Run all local checks and then raise a PR. Prefix the title with `auto-improve:` and ensure CI completes successfully. |", "url": "https://wpnews.pro/news/de-slop-loop-claude-auto-improve-background-loop", "canonical_source": "https://gist.github.com/hsubra89/81728f6ccade69cdf24421b5468e1b59", "published_at": "2026-07-03 18:57:30+00:00", "updated_at": "2026-07-07 09:58:25.126524+00:00", "lang": "en", "topics": ["developer-tools", "machine-learning"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/de-slop-loop-claude-auto-improve-background-loop", "markdown": "https://wpnews.pro/news/de-slop-loop-claude-auto-improve-background-loop.md", "text": "https://wpnews.pro/news/de-slop-loop-claude-auto-improve-background-loop.txt", "jsonld": "https://wpnews.pro/news/de-slop-loop-claude-auto-improve-background-loop.jsonld"}}