modh-labs

Use whenever you finish a non-trivial fix, refactor, audit, or decomposition.

Choose the LIGHTEST durable mechanism a background/async/side-effect job actually needs, instead of reaching for a full workflow engine by…

Framework for backlog bug cleanup sessions.

In a multi-workspace monorepo, hoist shared dependencies into Bun catalogs so version bumps are a single root edit and package families…

Enforce CI pipeline conventions. Use when adding CI checks, modifying GitHub Actions workflows, or discussing CI vs deployment. Prevents…

Systematic audit and remediation of a route or module to production-grade quality.

Some "errors" are control flow, not failures. `redirect()` and `notFound()` in Next.js work by THROWING — a naive `try/catch` swallows the…

A cron monitor is only as real as the check-ins that feed it.

Ensure AI configuration works across Claude Code, Cursor, Copilot, Windsurf, and Codex.

Safely replace a hot computed/derived read with a cheaper persisted-or-SQL projection by shipping it DARK behind a flag, pinned by an…

Diagnose and fix "module factory is not available.

A de-duplication, idempotency, or uniqueness guard must key on every dimension that makes two records legitimately distinct.