DevOps & Cloud

Multi-stage builds, slim bases, layer-order discipline, and non-root runtime for small secure images.

One command brings up app plus dependencies with seeded data and sane defaults.

Stage ordering that fails cheap and fast: lint → unit → build → integration → deploy gates.

Rolling, blue-green, canary: pick per risk profile and wire automated rollback triggers.

Composable modules with typed variables, sensible defaults, and outputs that compose upward.

Remote state with locking, environment isolation, and least-privilege access so nobody corrupts prod.

Latency, traffic, errors, saturation per service with SLO thresholds that map to user pain.

JSON logs with trace correlation and disciplined fields you can actually query at 3am.

Roles, comms cadence, and mitigation-first mindset that turns chaos into checklist.

Preview-per-PR, promotion flows, and env hygiene on platforms like Vercel/Netlify.

Authenticate Vercel CLI via a stored token instead of browser OAuth — the reliable path when clock drift breaks login flows. Use when deploying, linking project

Template repositories, self-service scaffolding, and paved-road adoption measured by pull not push.

Headroom policies, load-shed tiers defined calmly, and procurement lead times respected.

Every PR tested, every merge deployable, every deploy reversible — in week one.

Golden signals, structured logs, and alerting wired before the first 3am page.

Bring existing cloud infra under versioned, reviewed management without downtime.

Backups restored on schedule against declared RPO/RTO with evidence.

Vendor wired via OpenTelemetry with cardinality budgets and routing discipline.

Golden paths adopted voluntarily plus capacity planned from growth curves.