Stop leaking secrets while keeping local dev usable
A practical approach to secrets across local dev, CI, and production: avoid committing secrets, reduce copy/paste, and use safer injection patterns with clear developer ergonomics.
Create a skill called "Secret Hygiene Checklist". Inputs: - Our stack (cloud, containers, CI) - Current secret handling approach Output: - A secrets classification scheme - Recommended injection patterns per environment - Developer ergonomics plan for local dev - Leak prevention checklist (pre-commit, CI, rotation steps)
Teams struggle to balance secure secrets handling with convenient local development.
This recipe standardizes where secrets live, how they're injected, and how leaks are prevented.
Fix stale-cache failures without nuking everything forever
When caching speeds CI but occasionally causes confusing failures, this recipe introduces safe cache keys, cache-busting rules, and a controlled recovery flow.
Stop flaky tests from blocking PRs while you fix them
Quarantine known flaky tests into a separate lane so they don't block merges, while preserving visibility and enforcing a fix-by deadline.
Real sources, named experts, actual quotes
Deep research that finds primary sources with named individuals, community sentiment from Reddit/HN/X, and news coverage. No summaries of summaries — actual quotes with URLs.
Local-first AI assistant that automates small daily tasks safely on your device
A personal, local-first AI assistant that automates small daily tasks—organizing files, setting reminders, and monitoring system events—without touching sensitive data or taking risky actions without your approval.