Make rollbacks survivable in stateful systems
Reduce incident severity by planning roll-forward over roll-back, enforcing backward-compatible database migrations, and rehearsing recovery paths.
Create a skill called "Rollback and Migration Safety". Ask me for: - Deployment model (blue/green, canary, rolling) - Database type and migration tool - Incident history (what failed in prior rollbacks) Output: - A backward-compatible migration playbook (phased steps) - A roll-forward-first recommendation with when rollback is viable - A rehearsal and verification checklist
Rollbacks are often not simple, especially with stateful databases. This recipe introduces
a safer change model: backward-compatible migrations, feature flags, and practiced recovery.
Tame 500-line CI YAML files without breaking deploys
Reduce CI configuration complexity by modularizing safely, documenting intent, and adding guardrails that prevent accidental pipeline changes.
Keep end-to-end confidence without the unmaintainable monster
Establish a minimal set of end-to-end tests for critical journeys, backed by contract tests and targeted integration tests, to balance confidence with speed.
A calm checklist when fraud hits
Immediate steps, reporting sequences, and long-term hardening for scams and identity theft. Organized by urgency so you know what to do first.
Verify brand offers before you click anything
Screens incoming partnership offers for phishing and scam patterns: suspicious domains, attachments, fake checks, requests to "connect your account," and vague contracts. Outputs a risk rating and safe verification steps.